model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,91.129,8.871,98.713,1.287,305.08,448,1.000,bicubic,+1.077,-0.335,0
eva_giant_patch14_336.clip_ft_in1k,91.058,8.942,98.602,1.399,"1,013.01",336,1.000,bicubic,+1.592,-0.224,+5
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,91.022,8.978,98.683,1.317,305.08,448,1.000,bicubic,+1.052,-0.329,-1
eva_giant_patch14_560.m30m_ft_in22k_in1k,90.969,9.031,98.672,1.328,"1,014.45",560,1.000,bicubic,+1.183,-0.320,-1
eva02_large_patch14_448.mim_in22k_ft_in1k,90.920,9.080,98.685,1.315,305.08,448,1.000,bicubic,+1.298,-0.265,-1
eva_giant_patch14_336.m30m_ft_in22k_in1k,90.907,9.093,98.661,1.339,"1,013.01",336,1.000,bicubic,+1.341,-0.291,0
eva_large_patch14_336.in22k_ft_in1k,90.905,9.095,98.785,1.215,304.53,336,1.000,bicubic,+2.235,+0.063,+6
eva_giant_patch14_224.clip_ft_in1k,90.900,9.100,98.680,1.319,"1,012.56",224,0.900,bicubic,+2.020,+0.000,+1
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,90.896,9.104,98.802,1.198,87.12,448,1.000,bicubic,+2.206,+0.078,+2
eva02_large_patch14_448.mim_m38m_ft_in1k,90.890,9.110,98.653,1.347,305.08,448,1.000,bicubic,+1.316,-0.271,-5
eva_large_patch14_336.in22k_ft_in22k_in1k,90.862,9.138,98.715,1.285,304.53,336,1.000,bicubic,+1.656,-0.139,-3
eva02_base_patch14_448.mim_in22k_ft_in1k,90.800,9.200,98.742,1.258,87.12,448,1.000,bicubic,+2.548,+0.178,+14
caformer_b36.sail_in22k_ft_in1k_384,90.781,9.219,98.860,1.140,98.75,384,1.000,bicubic,+2.723,+0.278,+21
beit_large_patch16_512.in22k_ft_in22k_in1k,90.687,9.313,98.753,1.247,305.67,512,1.000,bicubic,+2.091,+0.097,+1
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,90.678,9.322,98.813,1.187,200.13,384,1.000,bicubic,+2.372,+0.231,+8
regnety_1280.swag_ft_in1k,90.657,9.343,98.819,1.181,644.81,384,1.000,bicubic,+2.427,+0.133,+12
convnext_xxlarge.clip_laion2b_soup_ft_in1k,90.642,9.358,98.806,1.194,846.47,256,1.000,bicubic,+2.038,+0.099,-3
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,90.633,9.367,98.755,1.245,200.13,384,1.000,bicubic,+2.785,+0.309,+24
volo_d5_512.sail_in1k,90.614,9.386,98.698,1.302,296.09,512,1.150,bicubic,+3.556,+0.728,+49
beit_large_patch16_384.in22k_ft_in22k_in1k,90.606,9.394,98.766,1.234,305.00,384,1.000,bicubic,+2.204,+0.158,-1
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,90.584,9.416,98.617,1.383,116.14,384,1.000,bicubic,+2.756,+0.245,+22
volo_d5_448.sail_in1k,90.580,9.420,98.685,1.315,295.91,448,1.150,bicubic,+3.628,+0.747,+53
tf_efficientnet_l2.ns_jft_in1k,90.561,9.439,98.775,1.226,480.31,800,0.960,bicubic,+2.209,+0.127,-3
maxvit_base_tf_512.in21k_ft_in1k,90.561,9.439,98.702,1.298,119.88,512,1.000,bicubic,+2.341,+0.172,+7
eva_large_patch14_196.in22k_ft_in22k_in1k,90.557,9.443,98.698,1.302,304.14,196,1.000,bicubic,+1.983,+0.040,-8
convnextv2_huge.fcmae_ft_in22k_in1k_512,90.542,9.458,98.710,1.290,660.29,512,1.000,bicubic,+1.684,-0.038,-16
vit_large_patch14_clip_336.openai_ft_in12k_in1k,90.542,9.458,98.687,1.313,304.53,336,1.000,bicubic,+2.274,+0.161,-3
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,90.540,9.460,98.806,1.194,200.13,320,1.000,bicubic,+2.582,+0.331,+8
tf_efficientnet_l2.ns_jft_in1k_475,90.537,9.463,98.710,1.290,480.31,475,0.936,bicubic,+2.303,+0.164,-2
eva_large_patch14_196.in22k_ft_in1k,90.535,9.465,98.770,1.230,304.14,196,1.000,bicubic,+2.603,+0.272,+7
volo_d4_448.sail_in1k,90.512,9.488,98.591,1.409,193.41,448,1.150,bicubic,+3.720,+0.707,+53
maxvit_xlarge_tf_512.in21k_ft_in1k,90.503,9.497,98.576,1.424,475.77,512,1.000,bicubic,+1.965,-0.068,-14
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,90.501,9.499,98.631,1.369,632.46,336,1.000,bicubic,+1.909,-0.031,-17
convnextv2_huge.fcmae_ft_in22k_in1k_384,90.497,9.503,98.695,1.304,660.29,384,1.000,bicubic,+1.827,-0.043,-22
convnext_xlarge.fb_in22k_ft_in1k_384,90.495,9.505,98.768,1.232,350.20,384,1.000,bicubic,+2.743,+0.212,+9
caformer_m36.sail_in22k_ft_in1k_384,90.460,9.540,98.668,1.332,56.20,384,1.000,bicubic,+3.014,+0.360,+18
convformer_b36.sail_in22k_ft_in1k_384,90.448,9.552,98.772,1.228,99.88,384,1.000,bicubic,+2.846,+0.338,+10
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,90.444,9.556,98.749,1.251,116.09,384,1.000,bicubic,+2.980,+0.375,+14
caformer_b36.sail_in22k_ft_in1k,90.431,9.569,98.764,1.236,98.75,224,1.000,bicubic,+3.011,+0.436,+16
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,90.428,9.572,98.642,1.358,304.53,336,1.000,bicubic,+2.248,+0.070,-8
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,90.418,9.582,98.644,1.356,632.05,224,1.000,bicubic,+2.162,+0.092,-16
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,90.407,9.593,98.734,1.266,87.92,384,1.000,bicubic,+3.311,+0.500,+24
vit_large_patch14_clip_224.openai_ft_in12k_in1k,90.382,9.618,98.659,1.341,304.20,224,1.000,bicubic,+2.207,+0.113,-10
maxvit_xlarge_tf_384.in21k_ft_in1k,90.379,9.621,98.582,1.418,475.32,384,1.000,bicubic,+2.065,+0.038,-22
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,90.377,9.623,98.648,1.351,73.88,384,1.000,bicubic,+2.995,+0.337,+12
beit_base_patch16_384.in22k_ft_in22k_in1k,90.367,9.633,98.725,1.275,86.74,384,1.000,bicubic,+3.567,+0.589,+36
convnextv2_large.fcmae_ft_in22k_in1k_384,90.367,9.633,98.663,1.337,197.96,384,1.000,bicubic,+2.169,+0.135,-16
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,90.362,9.638,98.734,1.266,149.39,384,1.000,bicubic,+3.074,+0.400,+11
maxvit_large_tf_512.in21k_ft_in1k,90.362,9.638,98.642,1.358,212.33,512,1.000,bicubic,+2.138,+0.044,-19
maxvit_base_tf_384.in21k_ft_in1k,90.360,9.640,98.683,1.317,119.65,384,1.000,bicubic,+2.438,+0.139,-13
convnextv2_base.fcmae_ft_in22k_in1k_384,90.360,9.640,98.670,1.330,88.72,384,1.000,bicubic,+2.716,+0.254,-4
beitv2_large_patch16_224.in1k_ft_in22k_in1k,90.354,9.646,98.587,1.413,304.43,224,0.950,bicubic,+1.960,-0.011,-32
vit_large_patch14_clip_336.laion2b_ft_in1k,90.332,9.668,98.597,1.403,304.53,336,1.000,bicubic,+2.476,+0.229,-13
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,90.330,9.670,98.770,1.230,88.59,384,1.000,bicubic,+3.196,+0.548,+10
maxvit_large_tf_384.in21k_ft_in1k,90.315,9.685,98.687,1.313,212.03,384,1.000,bicubic,+2.329,+0.119,-20
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,90.311,9.689,98.668,1.332,304.20,224,1.000,bicubic,+2.417,+0.260,-17
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,90.309,9.691,98.651,1.349,200.13,256,1.000,bicubic,+2.973,+0.433,+1
vit_large_patch14_clip_224.openai_ft_in1k,90.307,9.693,98.640,1.360,304.20,224,1.000,bicubic,+2.453,+0.214,-17
caformer_s36.sail_in22k_ft_in1k_384,90.305,9.695,98.794,1.206,39.30,384,1.000,bicubic,+3.447,+0.582,+19
convnext_base.fb_in22k_ft_in1k_384,90.283,9.717,98.800,1.200,88.59,384,1.000,bicubic,+3.487,+0.536,+23
convnext_large.fb_in22k_ft_in1k_384,90.279,9.721,98.659,1.341,197.77,384,1.000,bicubic,+2.807,+0.273,-10
deit3_large_patch16_384.fb_in22k_ft_in1k,90.247,9.753,98.625,1.375,304.76,384,1.000,bicubic,+2.527,+0.113,-17
dm_nfnet_f6.dm_in1k,90.241,9.759,98.625,1.375,438.36,576,0.956,bicubic,+3.879,+0.729,+44
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,90.226,9.774,98.766,1.234,93.59,320,1.000,bicubic,+3.502,+0.590,+22
deit3_huge_patch14_224.fb_in22k_ft_in1k,90.226,9.774,98.640,1.360,632.13,224,1.000,bicubic,+3.040,+0.380,-1
regnety_320.swag_ft_in1k,90.213,9.787,98.764,1.236,145.05,384,1.000,bicubic,+3.379,+0.402,+14
vit_large_patch16_384.augreg_in21k_ft_in1k,90.213,9.787,98.661,1.339,304.72,384,1.000,bicubic,+3.129,+0.359,0
vit_base_patch16_clip_384.laion2b_ft_in1k,90.211,9.789,98.702,1.298,86.86,384,1.000,bicubic,+3.593,+0.694,+21
convformer_m36.sail_in22k_ft_in1k_384,90.204,9.796,98.651,1.349,57.05,384,1.000,bicubic,+3.312,+0.535,+8
convnextv2_huge.fcmae_ft_in1k,90.204,9.796,98.548,1.452,660.29,288,1.000,bicubic,+3.624,+0.576,+22
tf_efficientnetv2_l.in21k_ft_in1k,90.202,9.798,98.719,1.281,118.52,480,1.000,bicubic,+3.400,+0.583,+10
vit_base_patch16_clip_384.openai_ft_in12k_in1k,90.200,9.800,98.648,1.351,86.86,384,0.950,bicubic,+3.174,+0.466,-2
convformer_b36.sail_in22k_ft_in1k,90.189,9.811,98.695,1.304,99.88,224,1.000,bicubic,+3.191,+0.523,-3
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,90.189,9.811,98.585,1.415,86.86,384,1.000,bicubic,+2.983,+0.550,-13
cait_m48_448.fb_dist_in1k,90.189,9.811,98.484,1.516,356.46,448,1.000,bicubic,+3.697,+0.732,+25
vit_huge_patch14_clip_224.laion2b_ft_in1k,90.181,9.819,98.544,1.456,632.05,224,1.000,bicubic,+2.593,+0.326,-28
volo_d3_448.sail_in1k,90.177,9.823,98.550,1.450,86.63,448,1.000,bicubic,+3.675,+0.840,+20
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,90.157,9.843,98.614,1.386,196.74,384,1.000,bicubic,+2.693,+0.364,-25
beit_large_patch16_224.in22k_ft_in22k_in1k,90.149,9.851,98.725,1.275,304.43,224,0.900,bicubic,+2.671,+0.421,-29
beitv2_large_patch16_224.in1k_ft_in1k,90.100,9.900,98.439,1.561,304.43,224,0.950,bicubic,+2.688,+0.205,-24
tf_efficientnet_b7.ns_jft_in1k,90.098,9.902,98.614,1.386,66.35,600,0.949,bicubic,+3.258,+0.522,-2
vit_large_patch14_clip_224.laion2b_ft_in1k,90.095,9.905,98.555,1.445,304.20,224,1.000,bicubic,+2.809,+0.311,-21
convnextv2_base.fcmae_ft_in22k_in1k,90.068,9.932,98.676,1.324,88.72,288,1.000,bicubic,+3.070,+0.508,-11
convnext_xlarge.fb_in22k_ft_in1k,90.066,9.934,98.619,1.381,350.20,288,1.000,bicubic,+2.736,+0.291,-25
caformer_b36.sail_in1k_384,90.063,9.937,98.514,1.486,98.75,384,1.000,bicubic,+3.655,+0.700,+19
cait_m36_384.fb_dist_in1k,90.051,9.949,98.495,1.505,271.22,384,1.000,bicubic,+3.993,+0.765,+41
convnextv2_large.fcmae_ft_in22k_in1k,90.034,9.966,98.629,1.371,197.96,288,1.000,bicubic,+2.550,+0.273,-38
seresnextaa101d_32x8d.sw_in12k_ft_in1k,90.029,9.971,98.685,1.315,93.59,288,1.000,bicubic,+3.545,+0.655,+11
tiny_vit_21m_512.dist_in22k_ft_in1k,90.029,9.971,98.493,1.507,21.27,512,1.000,bicubic,+3.571,+0.609,+12
tf_efficientnetv2_m.in21k_ft_in1k,90.025,9.975,98.666,1.334,54.14,480,1.000,bicubic,+4.033,+0.722,+42
convformer_s36.sail_in22k_ft_in1k_384,90.023,9.977,98.619,1.381,40.01,384,1.000,bicubic,+3.645,+0.635,+14
swin_large_patch4_window12_384.ms_in22k_ft_in1k,90.019,9.981,98.661,1.339,196.74,384,1.000,bicubic,+2.887,+0.427,-27
deit3_large_patch16_224.fb_in22k_ft_in1k,90.008,9.992,98.659,1.341,304.37,224,1.000,bicubic,+3.026,+0.423,-20
convnext_base.clip_laiona_augreg_ft_in1k_384,90.001,9.998,98.548,1.452,88.59,384,1.000,bicubic,+3.499,+0.580,+2
swin_base_patch4_window12_384.ms_in22k_ft_in1k,89.997,10.003,98.700,1.300,87.90,384,1.000,bicubic,+3.559,+0.634,+8
vit_base_patch16_384.augreg_in21k_ft_in1k,89.989,10.011,98.678,1.322,86.86,384,1.000,bicubic,+3.995,+0.676,+35
maxvit_base_tf_512.in1k,89.974,10.026,98.433,1.567,119.88,512,1.000,bicubic,+3.372,+0.515,-7
caformer_m36.sail_in1k_384,89.933,10.067,98.454,1.546,56.20,384,1.000,bicubic,+3.767,+0.634,+20
convnextv2_large.fcmae_ft_in1k,89.931,10.069,98.559,1.441,197.96,288,1.000,bicubic,+3.813,+0.737,+22
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,89.927,10.073,98.414,1.586,116.14,224,0.950,bicubic,+3.033,+0.400,-24
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,89.925,10.075,98.505,1.494,196.74,256,0.900,bicubic,+2.973,+0.400,-27
regnety_160.swag_ft_in1k,89.918,10.082,98.644,1.356,83.59,384,1.000,bicubic,+3.898,+0.592,+27
convnext_small.fb_in22k_ft_in1k_384,89.916,10.084,98.685,1.315,50.22,384,1.000,bicubic,+4.138,+0.795,+43
efficientnet_b5.sw_in12k_ft_in1k,89.912,10.088,98.565,1.435,30.39,448,1.000,bicubic,+4.016,+0.829,+33
deit3_base_patch16_384.fb_in22k_ft_in1k,89.891,10.110,98.602,1.399,86.88,384,1.000,bicubic,+3.151,+0.486,-19
xcit_large_24_p8_384.fb_dist_in1k,89.886,10.114,98.384,1.616,188.93,384,1.000,bicubic,+3.890,+0.694,+24
volo_d5_224.sail_in1k,89.880,10.120,98.490,1.510,295.46,224,0.960,bicubic,+3.810,+0.915,+19
convnext_large.fb_in22k_ft_in1k,89.876,10.124,98.593,1.407,197.77,288,1.000,bicubic,+2.850,+0.389,-39
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,89.867,10.133,98.644,1.356,87.92,256,0.900,bicubic,+3.599,+0.762,+2
tiny_vit_21m_384.dist_in22k_ft_in1k,89.863,10.137,98.499,1.501,21.23,384,1.000,bicubic,+3.755,+0.789,+12
convnext_base.fb_in22k_ft_in1k,89.858,10.142,98.691,1.309,88.59,288,1.000,bicubic,+3.584,+0.599,-1
caformer_m36.sail_in22k_ft_in1k,89.852,10.148,98.585,1.415,56.20,224,1.000,bicubic,+3.258,+0.561,-21
cait_s36_384.fb_dist_in1k,89.835,10.165,98.427,1.573,68.37,384,1.000,bicubic,+4.381,+0.949,+52
coatnet_2_rw_224.sw_in12k_ft_in1k,89.831,10.169,98.527,1.473,73.87,224,0.950,bicubic,+3.267,+0.631,-21
convformer_m36.sail_in22k_ft_in1k,89.818,10.182,98.548,1.452,57.05,224,1.000,bicubic,+3.670,+0.698,+5
xcit_medium_24_p8_384.fb_dist_in1k,89.816,10.184,98.365,1.635,84.32,384,1.000,bicubic,+4.000,+0.773,+25
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,89.811,10.188,98.668,1.332,88.59,256,1.000,bicubic,+3.441,+0.684,-11
volo_d4_224.sail_in1k,89.811,10.188,98.427,1.573,192.96,224,0.960,bicubic,+3.939,+0.955,+20
maxvit_large_tf_512.in1k,89.799,10.201,98.330,1.670,212.33,512,1.000,bicubic,+3.273,+0.450,-25
vit_large_r50_s32_384.augreg_in21k_ft_in1k,89.792,10.208,98.522,1.478,329.09,384,1.000,bicubic,+3.610,+0.600,-4
swin_large_patch4_window7_224.ms_in22k_ft_in1k,89.786,10.214,98.640,1.360,196.53,224,0.900,bicubic,+3.474,+0.738,-13
tf_efficientnet_b6.ns_jft_in1k,89.786,10.214,98.508,1.492,43.04,528,0.942,bicubic,+3.328,+0.618,-20
volo_d2_384.sail_in1k,89.784,10.216,98.403,1.597,58.87,384,1.000,bicubic,+3.742,+0.829,+5
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,89.775,10.225,98.469,1.531,73.88,224,0.950,bicubic,+3.271,+0.575,-29
tf_efficientnetv2_xl.in21k_ft_in1k,89.773,10.227,98.288,1.712,208.12,512,1.000,bicubic,+3.025,+0.274,-40
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,89.752,10.248,98.484,1.516,116.09,224,0.950,bicubic,+3.110,+0.464,-38
beitv2_base_patch16_224.in1k_ft_in22k_in1k,89.743,10.257,98.585,1.415,86.53,224,0.900,bicubic,+3.269,+0.532,-27
dm_nfnet_f4.dm_in1k,89.741,10.259,98.409,1.591,316.07,512,0.951,bicubic,+3.905,+0.591,+12
dm_nfnet_f5.dm_in1k,89.737,10.263,98.441,1.559,377.21,544,0.954,bicubic,+3.637,+0.753,-6
xcit_small_24_p8_384.fb_dist_in1k,89.735,10.265,98.420,1.580,47.63,384,1.000,bicubic,+4.181,+0.850,+28
regnety_160.lion_in12k_ft_in1k,89.726,10.274,98.608,1.392,83.59,288,1.000,bicubic,+3.738,+0.774,+2
caformer_s18.sail_in22k_ft_in1k_384,89.720,10.280,98.578,1.422,26.34,384,1.000,bicubic,+4.306,+0.876,+36
vit_base_patch8_224.augreg2_in21k_ft_in1k,89.718,10.283,98.510,1.490,86.58,224,0.900,bicubic,+3.499,+0.678,-21
convformer_m36.sail_in1k_384,89.718,10.283,98.435,1.565,57.05,384,1.000,bicubic,+4.138,+0.893,+24
vit_base_patch16_clip_384.openai_ft_in1k,89.707,10.293,98.508,1.492,86.86,384,1.000,bicubic,+3.501,+0.632,-21
caformer_s36.sail_in22k_ft_in1k,89.701,10.300,98.638,1.362,39.30,224,1.000,bicubic,+3.910,+0.812,+8
volo_d1_384.sail_in1k,89.698,10.302,98.290,1.710,26.78,384,1.000,bicubic,+4.454,+1.096,+45
deit3_large_patch16_384.fb_in1k,89.688,10.312,98.390,1.610,304.76,384,1.000,bicubic,+3.876,+0.792,+4
caformer_s36.sail_in1k_384,89.679,10.321,98.324,1.676,39.30,384,1.000,bicubic,+3.937,+0.652,+9
xcit_large_24_p16_384.fb_dist_in1k,89.662,10.338,98.403,1.597,189.10,384,1.000,bicubic,+3.908,+0.865,+7
convformer_b36.sail_in1k_384,89.658,10.342,98.379,1.621,99.88,384,1.000,bicubic,+3.918,+0.855,+8
tf_efficientnet_b5.ns_jft_in1k,89.651,10.349,98.486,1.514,30.39,456,0.934,bicubic,+3.563,+0.730,-18
dm_nfnet_f3.dm_in1k,89.647,10.353,98.463,1.537,254.92,416,0.940,bicubic,+3.961,+0.893,+9
convnext_base.clip_laion2b_augreg_ft_in1k,89.645,10.355,98.463,1.537,88.59,256,1.000,bicubic,+3.487,+0.783,-25
regnety_2560.seer_ft_in1k,89.632,10.368,98.399,1.601,"1,282.60",384,1.000,bicubic,+4.482,+0.961,+48
convnext_small.in12k_ft_in1k_384,89.598,10.402,98.480,1.520,50.22,384,1.000,bicubic,+3.416,+0.558,-31
maxvit_base_tf_384.in1k,89.589,10.411,98.320,1.680,119.65,384,1.000,bicubic,+3.287,+0.522,-38
tf_efficientnet_b8.ap_in1k,89.579,10.421,98.305,1.695,87.41,672,0.954,bicubic,+4.215,+1.013,+28
regnety_160.sw_in12k_ft_in1k,89.570,10.430,98.546,1.454,83.59,288,1.000,bicubic,+3.584,+0.712,-15
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,89.566,10.434,98.420,1.580,86.57,224,0.950,bicubic,+3.396,+0.664,-33
maxvit_tiny_tf_512.in1k,89.562,10.438,98.335,1.665,31.05,512,1.000,bicubic,+3.898,+0.751,+2
convformer_s18.sail_in22k_ft_in1k_384,89.553,10.447,98.531,1.469,26.77,384,1.000,bicubic,+4.555,+0.961,+57
volo_d3_224.sail_in1k,89.553,10.447,98.373,1.627,86.33,224,0.960,bicubic,+4.139,+1.097,+16
maxvit_large_tf_384.in1k,89.553,10.447,98.185,1.815,212.03,384,1.000,bicubic,+3.323,+0.497,-41
tf_efficientnetv2_l.in1k,89.540,10.460,98.339,1.661,118.52,480,1.000,bicubic,+3.876,+0.865,-1
flexivit_large.1200ep_in1k,89.534,10.466,98.414,1.586,304.36,240,0.950,bicubic,+3.890,+0.874,-1
xcit_large_24_p8_224.fb_dist_in1k,89.517,10.483,98.217,1.783,188.93,224,1.000,bicubic,+4.115,+0.815,+14
flexivit_large.600ep_in1k,89.510,10.490,98.392,1.608,304.36,240,0.950,bicubic,+3.970,+0.904,+1
xcit_small_12_p8_384.fb_dist_in1k,89.508,10.492,98.307,1.693,26.21,384,1.000,bicubic,+4.430,+1.025,+43
cait_s24_384.fb_dist_in1k,89.504,10.496,98.362,1.638,47.06,384,1.000,bicubic,+4.456,+1.016,+45
convformer_s36.sail_in22k_ft_in1k,89.496,10.505,98.454,1.546,40.01,224,1.000,bicubic,+4.082,+0.886,+8
convnextv2_tiny.fcmae_ft_in22k_in1k_384,89.485,10.515,98.484,1.516,28.64,384,1.000,bicubic,+4.379,+0.856,+34
convformer_s36.sail_in1k_384,89.481,10.520,98.369,1.631,40.01,384,1.000,bicubic,+4.103,+0.893,+10
xcit_medium_24_p16_384.fb_dist_in1k,89.481,10.520,98.296,1.704,84.40,384,1.000,bicubic,+4.056,+0.966,+2
convnext_tiny.in12k_ft_in1k_384,89.472,10.528,98.505,1.494,28.59,384,1.000,bicubic,+4.350,+0.900,+30
inception_next_base.sail_in1k_384,89.453,10.547,98.345,1.655,86.67,384,1.000,bicubic,+4.251,+0.931,+23
regnety_120.sw_in12k_ft_in1k,89.446,10.554,98.537,1.462,51.82,288,1.000,bicubic,+4.046,+0.956,+5
vit_base_patch16_224.augreg2_in21k_ft_in1k,89.446,10.554,98.441,1.559,86.57,224,0.900,bicubic,+4.352,+0.911,+31
deit3_base_patch16_224.fb_in22k_ft_in1k,89.444,10.556,98.557,1.443,86.59,224,1.000,bicubic,+3.744,+0.811,-18
maxvit_small_tf_512.in1k,89.444,10.556,98.354,1.646,69.13,512,1.000,bicubic,+3.360,+0.590,-45
vit_base_patch8_224.augreg_in21k_ft_in1k,89.436,10.564,98.484,1.516,86.58,224,0.900,bicubic,+3.638,+0.694,-28
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,89.436,10.564,98.401,1.599,88.34,448,1.000,bicubic,+3.656,+0.763,-27
deit_base_distilled_patch16_384.fb_in1k,89.434,10.566,98.439,1.561,87.63,384,1.000,bicubic,+4.010,+1.033,-6
vit_base_patch16_clip_224.laion2b_ft_in1k,89.431,10.569,98.469,1.531,86.57,224,1.000,bicubic,+3.961,+0.893,-11
tf_efficientnet_b7.ap_in1k,89.431,10.569,98.345,1.655,66.35,600,0.949,bicubic,+4.307,+1.093,+20
convnextv2_base.fcmae_ft_in1k,89.421,10.579,98.360,1.640,88.72,288,1.000,bicubic,+3.947,+0.976,-13
caformer_b36.sail_in1k,89.408,10.592,98.222,1.778,98.75,224,1.000,bicubic,+3.904,+0.912,-15
vit_base_patch16_clip_224.openai_ft_in12k_in1k,89.404,10.596,98.394,1.606,86.57,224,0.950,bicubic,+3.462,+0.666,-42
hrnet_w48_ssld.paddle_in1k,89.401,10.598,98.382,1.618,77.47,288,1.000,bilinear,+4.921,+1.148,+69
beit_base_patch16_224.in22k_ft_in22k_in1k,89.395,10.605,98.529,1.471,86.53,224,0.900,bicubic,+4.183,+0.871,+7
regnetz_e8.ra3_in1k,89.378,10.622,98.459,1.542,57.70,320,1.000,bicubic,+4.344,+1.186,+25
deit3_small_patch16_384.fb_in22k_ft_in1k,89.363,10.637,98.386,1.614,22.21,384,1.000,bicubic,+4.539,+0.900,+39
tf_efficientnetv2_m.in1k,89.350,10.650,98.326,1.674,54.14,480,1.000,bicubic,+4.146,+0.962,+5
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,89.348,10.652,98.495,1.505,39.03,384,0.950,bicubic,+3.818,+0.859,-24
tf_efficientnet_b8.ra_in1k,89.348,10.652,98.305,1.695,87.41,672,0.954,bicubic,+3.980,+0.911,-10
tf_efficientnet_b6.ap_in1k,89.344,10.656,98.283,1.717,43.04,528,0.942,bicubic,+4.556,+1.145,+38
volo_d2_224.sail_in1k,89.335,10.665,98.213,1.787,58.68,224,0.960,bicubic,+4.133,+1.023,+3
eva02_small_patch14_336.mim_in22k_ft_in1k,89.333,10.667,98.377,1.623,22.13,336,1.000,bicubic,+3.615,+0.743,-38
caformer_s18.sail_in1k_384,89.331,10.669,98.294,1.706,26.34,384,1.000,bicubic,+4.305,+0.936,+18
vit_large_patch16_224.augreg_in21k_ft_in1k,89.318,10.682,98.390,1.610,304.33,224,0.900,bicubic,+3.482,+0.726,-51
flexivit_large.300ep_in1k,89.310,10.690,98.324,1.676,304.36,240,0.950,bicubic,+4.022,+0.924,-12
tf_efficientnet_b4.ns_jft_in1k,89.301,10.699,98.345,1.655,19.34,380,0.922,bicubic,+4.141,+0.877,0
convnext_small.fb_in22k_ft_in1k,89.299,10.701,98.358,1.642,50.22,288,1.000,bicubic,+4.037,+0.676,-12
xcit_small_24_p16_384.fb_dist_in1k,89.295,10.705,98.326,1.674,47.67,384,1.000,bicubic,+4.205,+1.014,+6
xcit_medium_24_p8_224.fb_dist_in1k,89.293,10.707,98.185,1.815,84.32,224,1.000,bicubic,+4.219,+0.935,+8
beitv2_base_patch16_224.in1k_ft_in1k,89.271,10.729,98.262,1.738,86.53,224,0.900,bicubic,+3.677,+0.756,-40
deit3_huge_patch14_224.fb_in1k,89.218,10.782,98.164,1.836,632.13,224,0.900,bicubic,+3.994,+0.804,-12
coat_lite_medium_384.in1k,89.209,10.791,98.219,1.781,44.57,384,1.000,bicubic,+4.331,+0.847,+19
xcit_small_24_p8_224.fb_dist_in1k,89.199,10.801,98.243,1.757,47.63,224,1.000,bicubic,+4.331,+1.053,+19
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,89.197,10.803,98.358,1.642,88.30,384,1.000,bicubic,+3.831,+0.698,-25
dm_nfnet_f2.dm_in1k,89.194,10.806,98.228,1.772,193.78,352,0.920,bicubic,+4.002,+0.882,-10
xcit_small_12_p16_384.fb_dist_in1k,89.194,10.806,98.217,1.783,26.25,384,1.000,bicubic,+4.482,+1.099,+25
swin_base_patch4_window7_224.ms_in22k_ft_in1k,89.173,10.827,98.433,1.567,87.77,224,0.900,bicubic,+3.901,+0.869,-23
vit_base_patch16_clip_224.openai_ft_in1k,89.171,10.829,98.269,1.732,86.57,224,0.900,bicubic,+3.879,+0.832,-26
eca_nfnet_l2.ra3_in1k,89.147,10.852,98.315,1.685,56.72,384,1.000,bicubic,+4.447,+1.049,+23
cait_xs24_384.fb_dist_in1k,89.147,10.852,98.292,1.708,26.67,384,1.000,bicubic,+5.085,+1.408,+87
fastvit_ma36.apple_dist_in1k,89.124,10.876,98.142,1.857,44.07,256,0.950,bicubic,+4.526,+1.141,+27
convformer_s18.sail_in1k_384,89.124,10.876,98.130,1.870,26.77,384,1.000,bicubic,+4.722,+1.018,+57
maxvit_tiny_tf_384.in1k,89.111,10.889,98.211,1.789,30.98,384,1.000,bicubic,+4.011,+0.833,-12
maxvit_small_tf_384.in1k,89.109,10.891,98.164,1.836,69.02,384,1.000,bicubic,+3.569,+0.702,-50
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,89.107,10.893,98.189,1.810,468.53,224,0.875,bilinear,+4.009,+0.751,-13
tf_efficientnet_b7.ra_in1k,89.081,10.919,98.185,1.815,66.35,600,0.949,bicubic,+4.149,+0.977,+1
tiny_vit_21m_224.dist_in22k_ft_in1k,89.077,10.923,98.236,1.764,21.20,224,0.950,bicubic,+3.991,+0.870,-12
ecaresnet269d.ra2_in1k,89.071,10.929,98.234,1.766,102.09,352,1.000,bicubic,+4.103,+1.012,-3
regnety_1280.seer_ft_in1k,89.064,10.936,98.157,1.843,644.81,384,1.000,bicubic,+4.632,+1.065,+41
vit_base_patch32_clip_384.openai_ft_in12k_in1k,89.045,10.955,98.281,1.719,88.30,384,0.950,bicubic,+3.831,+0.877,-30
xcit_large_24_p16_224.fb_dist_in1k,89.045,10.955,98.059,1.941,189.10,224,1.000,bicubic,+4.129,+0.931,-2
convnext_small.in12k_ft_in1k,89.024,10.976,98.243,1.757,50.22,288,1.000,bicubic,+3.694,+0.697,-41
resmlp_big_24_224.fb_in22k_ft_in1k,89.019,10.981,98.215,1.785,129.14,224,0.875,bicubic,+4.621,+1.103,+46
dm_nfnet_f1.dm_in1k,89.017,10.983,98.256,1.744,132.63,320,0.910,bicubic,+4.315,+1.074,+8
xcit_small_12_p8_224.fb_dist_in1k,89.009,10.991,98.076,1.924,26.21,224,1.000,bicubic,+4.773,+1.206,+56
convnext_large.fb_in1k,88.994,11.006,98.040,1.960,197.77,288,1.000,bicubic,+4.148,+0.826,-2
efficientnetv2_rw_m.agc_in1k,88.985,11.015,98.219,1.781,53.24,416,1.000,bicubic,+4.175,+1.067,-1
caformer_m36.sail_in1k,88.985,11.015,98.016,1.984,56.20,224,1.000,bicubic,+3.753,+0.816,-39
regnety_1280.swag_lc_in1k,88.955,11.045,98.228,1.772,644.81,224,0.965,bicubic,+2.973,+0.378,-90
regnetz_d8_evos.ch_in1k,88.951,11.049,98.181,1.819,23.46,320,1.000,bicubic,+4.825,+1.169,+60
regnetz_040_h.ra3_in1k,88.949,11.051,98.209,1.791,28.94,320,1.000,bicubic,+4.457,+1.451,+19
edgenext_base.in21k_ft_in1k,88.942,11.057,98.279,1.721,18.51,320,1.000,bicubic,+4.888,+1.083,+66
tf_efficientnet_b5.ap_in1k,88.942,11.057,98.166,1.834,30.39,456,0.934,bicubic,+4.684,+1.192,+44
mvitv2_large.fb_in1k,88.936,11.064,97.965,2.035,217.99,224,0.900,bicubic,+3.692,+0.751,-47
caformer_s18.sail_in22k_ft_in1k,88.932,11.068,98.311,1.689,26.34,224,1.000,bicubic,+4.858,+1.113,+60
deit3_base_patch16_384.fb_in1k,88.923,11.077,98.042,1.958,86.88,384,1.000,bicubic,+3.849,+0.768,-28
deit3_medium_patch16_224.fb_in22k_ft_in1k,88.919,11.081,98.296,1.704,38.85,224,1.000,bicubic,+4.369,+1.108,+4
volo_d1_224.sail_in1k,88.915,11.085,98.027,1.973,26.63,224,0.960,bicubic,+4.753,+1.251,+50
convnext_tiny.in12k_ft_in1k,88.906,11.094,98.309,1.691,28.59,288,1.000,bicubic,+4.456,+0.969,+15
tf_efficientnetv2_s.in21k_ft_in1k,88.898,11.102,98.275,1.725,21.46,384,1.000,bicubic,+4.612,+1.023,+34
vit_base_patch16_224.augreg_in21k_ft_in1k,88.868,11.132,98.232,1.768,86.57,224,0.900,bicubic,+4.336,+0.938,+3
convnext_tiny.fb_in22k_ft_in1k_384,88.855,11.145,98.296,1.704,28.59,384,1.000,bicubic,+4.767,+1.152,+52
regnetz_d8.ra3_in1k,88.853,11.147,98.189,1.810,23.37,320,1.000,bicubic,+4.801,+1.194,+56
convformer_b36.sail_in1k,88.851,11.149,97.878,2.122,99.88,224,1.000,bicubic,+4.033,+0.932,-18
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,88.842,11.158,97.869,2.131,41.72,224,0.950,bicubic,+3.932,+0.911,-25
resnetrs420.tf_in1k,88.838,11.162,98.031,1.968,191.89,416,1.000,bicubic,+3.834,+0.907,-34
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,88.834,11.166,98.051,1.949,194.03,224,0.875,bilinear,+4.668,+0.853,+40
resnetrs270.tf_in1k,88.829,11.171,98.136,1.864,129.86,352,1.000,bicubic,+4.401,+1.168,+14
vit_small_r26_s32_384.augreg_in21k_ft_in1k,88.821,11.179,98.341,1.659,36.47,384,1.000,bicubic,+4.773,+1.013,+52
swin_small_patch4_window7_224.ms_in22k_ft_in1k,88.817,11.184,98.328,1.672,49.61,224,0.900,bicubic,+5.519,+1.364,+133
vit_base_r50_s16_384.orig_in21k_ft_in1k,88.806,11.194,98.232,1.768,98.95,384,1.000,bicubic,+3.830,+0.942,-37
xcit_medium_24_p16_224.fb_dist_in1k,88.806,11.194,98.038,1.962,84.40,224,1.000,bicubic,+4.520,+1.106,+23
tf_efficientnet_b7.aa_in1k,88.804,11.196,98.057,1.943,66.35,600,0.949,bicubic,+4.388,+1.149,+13
maxxvit_rmlp_small_rw_256.sw_in1k,88.795,11.205,98.064,1.937,66.01,256,0.950,bicubic,+4.171,+0.996,-18
fastvit_sa36.apple_dist_in1k,88.789,11.211,98.096,1.905,31.53,256,0.900,bicubic,+4.763,+1.242,+47
seresnet152d.ra2_in1k,88.787,11.213,98.172,1.828,66.84,320,1.000,bicubic,+4.427,+1.132,+14
xcit_tiny_24_p8_384.fb_dist_in1k,88.787,11.213,98.155,1.845,12.11,384,1.000,bicubic,+5.041,+1.755,+74
convformer_m36.sail_in1k,88.787,11.213,97.769,2.231,57.05,224,1.000,bicubic,+4.293,+0.903,-7
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,88.782,11.218,98.151,1.849,88.79,224,0.875,bilinear,+4.480,+0.975,+14
resnetrs200.tf_in1k,88.763,11.237,98.115,1.885,93.21,320,1.000,bicubic,+4.319,+1.273,-5
convnext_base.fb_in1k,88.763,11.237,97.920,2.080,88.59,288,1.000,bicubic,+4.335,+0.952,+1
deit3_large_patch16_224.fb_in1k,88.763,11.237,97.920,2.080,304.37,224,0.900,bicubic,+3.989,+0.884,-32
tf_efficientnet_b6.aa_in1k,88.759,11.241,98.066,1.934,43.04,528,0.942,bicubic,+4.647,+1.182,+29
resnetrs350.tf_in1k,88.757,11.243,98.031,1.968,163.96,384,1.000,bicubic,+4.043,+1.039,-34
rexnetr_300.sw_in12k_ft_in1k,88.746,11.254,98.339,1.661,34.81,288,1.000,bicubic,+4.200,+1.083,-23
caformer_s36.sail_in1k,88.746,11.254,98.023,1.977,39.30,224,1.000,bicubic,+4.240,+1.027,-17
convnextv2_tiny.fcmae_ft_in22k_in1k,88.744,11.256,98.194,1.806,28.64,288,1.000,bicubic,+4.328,+0.934,-2
vit_base_patch16_224_miil.in21k_ft_in1k,88.742,11.258,98.027,1.973,86.54,224,0.875,bilinear,+4.476,+1.223,+8
edgenext_base.usi_in1k,88.735,11.265,98.147,1.853,18.51,320,1.000,bicubic,+4.777,+1.377,+38
regnetz_040.ra3_in1k,88.731,11.269,98.091,1.909,27.12,320,1.000,bicubic,+4.491,+1.159,+10
convformer_s18.sail_in22k_ft_in1k,88.727,11.273,98.194,1.806,26.77,224,1.000,bicubic,+4.989,+1.146,+65
resnetv2_152x2_bit.goog_in21k_ft_in1k,88.725,11.275,98.311,1.689,236.34,448,1.000,bilinear,+4.215,+0.877,-26
regnety_160.deit_in1k,88.703,11.297,98.068,1.932,83.59,288,1.000,bicubic,+5.013,+1.288,+69
davit_base.msft_in1k,88.701,11.299,97.874,2.127,87.95,224,0.950,bicubic,+4.059,+0.854,-39
regnety_640.seer_ft_in1k,88.674,11.326,98.166,1.834,281.38,384,1.000,bicubic,+4.766,+1.244,+35
regnetz_d32.ra3_in1k,88.652,11.348,98.078,1.922,27.58,320,0.950,bicubic,+4.630,+1.210,+27
vit_small_patch16_384.augreg_in21k_ft_in1k,88.648,11.352,98.230,1.770,22.20,384,1.000,bicubic,+4.844,+1.130,+47
flexivit_base.1200ep_in1k,88.648,11.352,97.935,2.065,86.59,240,0.950,bicubic,+3.972,+0.941,-43
mvitv2_base.fb_in1k,88.644,11.356,97.826,2.174,51.47,224,0.900,bicubic,+4.194,+0.968,-24
regnety_080.ra3_in1k,88.635,11.365,97.965,2.035,39.18,288,1.000,bicubic,+4.709,+1.075,+28
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,88.633,11.367,98.189,1.810,38.86,256,0.950,bicubic,+4.187,+0.980,-25
davit_small.msft_in1k,88.631,11.369,97.953,2.047,49.75,224,0.950,bicubic,+4.379,+1.013,-4
eca_nfnet_l1.ra2_in1k,88.622,11.378,98.132,1.868,41.41,320,1.000,bicubic,+4.610,+1.106,+22
repvgg_d2se.rvgg_in1k,88.599,11.401,97.984,2.015,133.33,320,1.000,bilinear,+5.039,+1.326,+69
maxvit_base_tf_224.in1k,88.588,11.412,97.850,2.150,119.47,224,0.950,bicubic,+3.728,+0.862,-62
swinv2_base_window16_256.ms_in1k,88.586,11.414,97.908,2.092,87.92,256,0.900,bicubic,+3.986,+0.818,-48
resnetaa101d.sw_in12k_ft_in1k,88.573,11.427,98.076,1.924,44.57,288,1.000,bicubic,+4.449,+0.970,+4
regnety_320.seer_ft_in1k,88.571,11.429,98.106,1.894,145.05,384,1.000,bicubic,+5.243,+1.398,+93
efficientvit_b3.r288_in1k,88.562,11.438,97.707,2.293,48.65,288,1.000,bicubic,+4.409,+0.971,0
resnetv2_152x4_bit.goog_in21k_ft_in1k,88.554,11.446,98.192,1.808,936.53,480,1.000,bilinear,+3.638,+0.754,-73
resnet200d.ra2_in1k,88.554,11.446,97.961,2.039,64.69,320,1.000,bicubic,+4.590,+1.135,+16
xcit_small_24_p16_224.fb_dist_in1k,88.545,11.455,98.004,1.996,47.67,224,1.000,bicubic,+4.671,+1.268,+22
flexivit_base.600ep_in1k,88.545,11.455,97.933,2.067,86.59,240,0.950,bicubic,+4.021,+0.997,-47
seresnextaa101d_32x8d.ah_in1k,88.537,11.463,98.002,1.998,93.59,288,1.000,bicubic,+3.971,+0.926,-54
maxvit_rmlp_small_rw_224.sw_in1k,88.522,11.478,97.773,2.227,64.90,224,0.900,bicubic,+4.030,+0.763,-44
resnest269e.in1k,88.520,11.480,98.029,1.971,110.93,416,0.928,bicubic,+4.012,+1.039,-49
coatnet_rmlp_2_rw_224.sw_in1k,88.513,11.487,97.566,2.434,73.88,224,0.950,bicubic,+3.905,+0.826,-60
efficientformerv2_l.snap_dist_in1k,88.509,11.491,97.963,2.037,26.32,224,0.950,bicubic,+4.877,+1.405,+49
repvit_m2_3.dist_300e_in1k,88.503,11.497,97.942,2.058,23.69,224,0.950,bicubic,+4.999,+1.438,+57
gcvit_base.in1k,88.501,11.499,97.769,2.231,90.32,224,0.875,bicubic,+4.056,+0.687,-42
swinv2_base_window8_256.ms_in1k,88.498,11.502,97.891,2.109,87.92,256,0.900,bicubic,+4.248,+0.967,-22
seresnext101_32x8d.ah_in1k,88.494,11.506,97.884,2.116,93.57,288,1.000,bicubic,+4.308,+1.010,-16
repvit_m2_3.dist_450e_in1k,88.488,11.512,98.059,1.941,23.69,224,0.950,bicubic,+4.746,+1.415,+31
convformer_s36.sail_in1k,88.486,11.514,97.763,2.237,40.01,224,1.000,bicubic,+4.426,+1.017,-7
flexivit_base.300ep_in1k,88.479,11.521,97.846,2.154,86.59,240,0.950,bicubic,+4.073,+0.962,-38
crossvit_18_dagger_408.in1k,88.473,11.527,97.897,2.103,44.61,408,1.000,bicubic,+4.271,+1.079,-22
efficientnetv2_rw_s.ra2_in1k,88.469,11.531,97.978,2.022,23.94,384,1.000,bicubic,+4.663,+1.246,+17
resnetv2_101x3_bit.goog_in21k_ft_in1k,88.466,11.534,98.157,1.843,387.93,448,1.000,bilinear,+4.028,+0.775,-49
fastvit_sa24.apple_dist_in1k,88.460,11.540,97.957,2.043,21.55,256,0.900,bicubic,+5.118,+1.405,+69
maxvit_large_tf_224.in1k,88.460,11.540,97.809,2.191,211.79,224,0.950,bicubic,+3.518,+0.839,-94
maxvit_small_tf_224.in1k,88.456,11.544,97.880,2.120,68.93,224,0.950,bicubic,+4.030,+1.056,-48
resnetv2_50x3_bit.goog_in21k_ft_in1k,88.447,11.553,98.200,1.800,217.32,448,1.000,bilinear,+4.427,+1.074,-8
cait_s24_224.fb_dist_in1k,88.443,11.557,97.961,2.039,46.92,224,1.000,bicubic,+5.001,+1.387,+52
resmlp_big_24_224.fb_distilled_in1k,88.441,11.559,97.938,2.062,129.14,224,0.875,bicubic,+4.849,+1.287,+37
regnetv_064.ra3_in1k,88.436,11.563,98.061,1.939,30.58,288,1.000,bicubic,+4.721,+1.319,+23
resnest200e.in1k,88.434,11.566,98.040,1.960,70.20,320,0.909,bicubic,+4.590,+1.156,+1
vit_large_r50_s32_224.augreg_in21k_ft_in1k,88.432,11.568,98.083,1.917,328.99,224,0.900,bicubic,+4.014,+0.911,-54
inception_next_base.sail_in1k,88.432,11.568,97.773,2.227,86.67,224,0.950,bicubic,+4.340,+0.977,-24
tf_efficientnet_b3.ns_jft_in1k,88.428,11.572,98.031,1.968,12.23,300,0.904,bicubic,+4.376,+1.113,-20
seresnext101d_32x8d.ah_in1k,88.428,11.572,97.961,2.039,93.59,288,1.000,bicubic,+4.070,+1.041,-47
swin_base_patch4_window12_384.ms_in1k,88.426,11.574,97.803,2.197,87.90,384,1.000,bicubic,+3.950,+0.911,-68
tf_efficientnetv2_s.in1k,88.409,11.591,97.927,2.073,21.46,384,1.000,bicubic,+4.511,+1.231,-11
convnext_small.fb_in1k,88.407,11.593,98.012,1.988,50.22,288,1.000,bicubic,+4.707,+1.204,+18
tf_efficientnet_b5.aa_in1k,88.407,11.593,97.931,2.069,30.39,456,0.934,bicubic,+4.719,+1.219,+19
regnety_320.swag_lc_in1k,88.398,11.602,98.115,1.885,145.05,224,0.965,bicubic,+3.850,+0.673,-83
vit_base_patch16_384.orig_in21k_ft_in1k,88.392,11.608,98.160,1.840,86.86,384,1.000,bicubic,+4.192,+0.942,-41
regnetz_c16_evos.ch_in1k,88.381,11.619,98.040,1.960,13.49,320,0.950,bicubic,+5.745,+1.566,+121
tresnet_v2_l.miil_in21k_ft_in1k,88.375,11.625,97.925,2.075,46.17,224,0.875,bilinear,+4.481,+1.435,-16
swinv2_small_window16_256.ms_in1k,88.372,11.628,97.848,2.152,49.73,256,0.900,bicubic,+4.148,+1.070,-47
efficientnet_b4.ra2_in1k,88.366,11.634,97.961,2.039,19.34,384,1.000,bicubic,+4.952,+1.363,+38
resnet152d.ra2_in1k,88.362,11.638,97.931,2.069,60.21,320,1.000,bicubic,+4.678,+1.193,+13
fastvit_ma36.apple_in1k,88.358,11.643,97.923,2.077,44.07,256,0.950,bicubic,+4.475,+1.181,-18
maxvit_rmlp_tiny_rw_256.sw_in1k,88.355,11.645,97.820,2.180,29.15,256,0.950,bicubic,+4.131,+0.952,-50
tf_efficientnet_b4.ap_in1k,88.347,11.653,97.891,2.109,19.34,380,0.922,bicubic,+5.097,+1.495,+52
deit3_small_patch16_224.fb_in22k_ft_in1k,88.338,11.662,98.132,1.868,22.06,224,1.000,bicubic,+5.262,+1.356,+71
regnety_064.ra3_in1k,88.323,11.677,97.865,2.135,30.58,288,1.000,bicubic,+4.603,+1.143,+1
efficientvit_b3.r256_in1k,88.319,11.681,97.560,2.440,48.65,256,1.000,bicubic,+4.517,+1.044,-11
convnextv2_nano.fcmae_ft_in22k_in1k_384,88.315,11.685,97.938,2.062,15.62,384,1.000,bicubic,+4.941,+1.194,+37
tf_efficientnet_b5.ra_in1k,88.313,11.687,97.914,2.086,30.39,456,0.934,bicubic,+4.499,+1.162,-17
crossvit_15_dagger_408.in1k,88.313,11.687,97.874,2.127,28.50,408,1.000,bicubic,+4.473,+1.096,-21
cs3se_edgenet_x.c2ns_in1k,88.300,11.700,97.933,2.067,50.72,320,1.000,bicubic,+4.754,+1.263,+13
deit3_small_patch16_384.fb_in1k,88.296,11.704,97.888,2.112,22.21,384,1.000,bicubic,+4.868,+1.214,+24
pvt_v2_b4.in1k,88.285,11.715,97.816,2.184,62.56,224,0.900,bicubic,+4.573,+1.146,-4
efficientformer_l7.snap_dist_in1k,88.278,11.722,97.882,2.118,82.23,224,0.950,bicubic,+4.896,+1.346,+30
mvitv2_small.fb_in1k,88.264,11.736,97.692,2.308,34.87,224,0.900,bicubic,+4.494,+1.116,-16
inception_next_small.sail_in1k,88.253,11.747,97.816,2.184,49.37,224,0.875,bicubic,+4.675,+1.218,+6
resnetrs152.tf_in1k,88.249,11.751,97.737,2.263,86.62,320,1.000,bicubic,+4.547,+1.125,-7
deit3_base_patch16_224.fb_in1k,88.242,11.758,97.818,2.182,86.59,224,0.900,bicubic,+4.456,+1.232,-21
xcit_small_12_p16_224.fb_dist_in1k,88.240,11.760,97.841,2.159,26.25,224,1.000,bicubic,+4.912,+1.425,+33
gcvit_small.in1k,88.223,11.777,97.788,2.212,51.09,224,0.875,bicubic,+4.331,+1.130,-37
deit_base_distilled_patch16_224.fb_in1k,88.210,11.790,97.910,2.090,87.34,224,0.900,bicubic,+4.820,+1.422,+21
regnetv_040.ra3_in1k,88.208,11.792,97.972,2.028,20.64,288,1.000,bicubic,+5.018,+1.314,+38
xception65p.ra3_in1k,88.189,11.811,97.788,2.212,39.82,299,0.940,bicubic,+5.063,+1.306,+45
swinv2_small_window8_256.ms_in1k,88.172,11.828,97.777,2.223,49.73,256,0.900,bicubic,+4.318,+1.133,-38
caformer_s18.sail_in1k,88.163,11.837,97.728,2.272,26.34,224,1.000,bicubic,+4.509,+1.210,-9
xcit_tiny_24_p16_384.fb_dist_in1k,88.161,11.839,97.942,2.058,12.12,384,1.000,bicubic,+5.591,+1.666,+108
xcit_large_24_p8_224.fb_in1k,88.159,11.841,97.391,2.609,188.93,224,1.000,bicubic,+3.765,+0.727,-87
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,88.148,11.852,98.051,1.949,236.34,384,1.000,bicubic,+4.312,+0.925,-38
tiny_vit_21m_224.in1k,88.146,11.854,97.850,2.150,21.20,224,0.950,bicubic,+4.892,+1.258,+26
coat_lite_medium.in1k,88.144,11.856,97.899,2.101,44.57,224,0.900,bicubic,+4.544,+1.171,-11
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,88.144,11.856,97.859,2.142,88.79,224,0.875,bilinear,+5.446,+1.715,+77
cait_xxs36_384.fb_dist_in1k,88.140,11.860,97.903,2.097,17.37,384,1.000,bicubic,+5.936,+1.759,+149
dm_nfnet_f0.dm_in1k,88.133,11.867,97.903,2.097,71.49,256,0.900,bicubic,+4.647,+1.335,-2
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,88.112,11.888,97.965,2.035,44.18,224,0.875,bilinear,+4.886,+1.205,+24
pit_b_distilled_224.in1k,88.110,11.890,97.654,2.346,74.79,224,0.900,bicubic,+4.344,+1.186,-35
xcit_tiny_12_p8_384.fb_dist_in1k,88.103,11.897,97.925,2.075,6.71,384,1.000,bicubic,+5.715,+1.705,+116
tiny_vit_11m_224.dist_in22k_ft_in1k,88.103,11.897,97.790,2.210,11.00,224,0.950,bicubic,+4.875,+1.160,+20
pvt_v2_b5.in1k,88.103,11.897,97.694,2.306,81.96,224,0.900,bicubic,+4.363,+1.058,-31
rexnetr_200.sw_in12k_ft_in1k,88.099,11.901,98.006,1.994,16.52,288,1.000,bicubic,+4.961,+1.370,+25
pvt_v2_b3.in1k,88.099,11.901,97.777,2.223,45.24,224,0.900,bicubic,+4.981,+1.221,+32
fastvit_sa36.apple_in1k,88.088,11.912,97.790,2.210,31.53,256,0.900,bicubic,+4.588,+1.160,-13
hrnet_w18_ssld.paddle_in1k,88.067,11.933,97.824,2.176,21.30,288,1.000,bilinear,+6.019,+1.574,+157
xception65.ra3_in1k,88.067,11.933,97.750,2.250,39.92,299,0.940,bicubic,+4.887,+1.158,+18
efficientvit_b3.r224_in1k,88.065,11.935,97.566,2.434,48.65,224,0.950,bicubic,+4.605,+1.236,-11
swin_s3_base_224.ms_in1k,88.046,11.954,97.662,2.338,71.13,224,0.900,bicubic,+4.126,+0.990,-66
xcit_tiny_24_p8_224.fb_dist_in1k,88.037,11.963,97.818,2.182,12.11,224,1.000,bicubic,+5.471,+1.760,+89
convnextv2_tiny.fcmae_ft_in1k,88.035,11.965,97.859,2.142,28.64,288,1.000,bicubic,+4.571,+1.141,-15
regnety_160.swag_lc_in1k,88.033,11.967,98.042,1.958,83.59,224,0.965,bicubic,+4.251,+0.762,-51
resnet152.a1h_in1k,88.033,11.967,97.696,2.304,60.19,288,1.000,bicubic,+4.583,+1.158,-16
focalnet_base_srf.ms_in1k,88.033,11.967,97.656,2.344,88.15,224,0.900,bicubic,+4.213,+0.976,-56
maxvit_tiny_tf_224.in1k,88.027,11.973,97.816,2.184,30.92,224,0.950,bicubic,+4.625,+1.226,-12
focalnet_base_lrf.ms_in1k,88.003,11.997,97.609,2.391,88.75,224,0.900,bicubic,+4.165,+1.001,-63
gcvit_tiny.in1k,88.001,11.999,97.722,2.278,28.22,224,0.875,bicubic,+4.617,+1.324,-10
eca_nfnet_l0.ra2_in1k,87.980,12.020,97.871,2.129,24.14,288,1.000,bicubic,+5.402,+1.379,+77
tf_efficientnet_b5.in1k,87.975,12.025,97.933,2.067,30.39,456,0.934,bicubic,+4.799,+1.397,+6
cs3sedarknet_x.c2ns_in1k,87.975,12.025,97.794,2.205,35.40,288,1.000,bicubic,+5.317,+1.445,+60
nfnet_l0.ra2_in1k,87.967,12.033,97.867,2.133,35.07,288,1.000,bicubic,+5.217,+1.351,+46
efficientformer_l3.snap_dist_in1k,87.963,12.037,97.711,2.289,31.41,224,0.950,bicubic,+5.415,+1.461,+79
tf_efficientnet_b4.aa_in1k,87.958,12.042,97.739,2.261,19.34,380,0.922,bicubic,+4.940,+1.439,+23
xcit_small_24_p8_224.fb_in1k,87.956,12.044,97.581,2.419,47.63,224,1.000,bicubic,+4.122,+0.949,-69
regnetz_c16.ra3_in1k,87.952,12.048,97.779,2.220,13.46,320,1.000,bicubic,+5.320,+1.462,+58
regnety_032.ra_in1k,87.950,12.050,97.897,2.103,19.44,288,1.000,bicubic,+5.224,+1.481,+43
coatnet_1_rw_224.sw_in1k,87.943,12.057,97.453,2.547,41.72,224,0.950,bicubic,+4.347,+1.071,-43
resnet101d.ra2_in1k,87.937,12.063,97.910,2.090,44.57,320,1.000,bicubic,+4.917,+1.458,+17
regnety_040.ra3_in1k,87.933,12.067,97.880,2.120,20.65,288,1.000,bicubic,+4.889,+1.378,+13
mobilevitv2_200.cvnets_in22k_ft_in1k_384,87.933,12.067,97.822,2.178,18.45,384,1.000,bicubic,+4.533,+1.240,-25
swinv2_cr_small_ns_224.sw_in1k,87.933,12.067,97.668,2.332,49.70,224,0.900,bicubic,+4.435,+1.184,-38
focalnet_small_lrf.ms_in1k,87.930,12.069,97.696,2.304,50.34,224,0.900,bicubic,+4.436,+1.116,-38
repvit_m1_5.dist_450e_in1k,87.928,12.072,97.703,2.297,14.64,224,0.950,bicubic,+5.416,+1.591,+72
resnetv2_101.a1h_in1k,87.924,12.076,97.651,2.349,44.54,288,1.000,bicubic,+4.924,+1.197,+13
efficientvit_b2.r288_in1k,87.920,12.080,97.600,2.400,24.33,288,1.000,bicubic,+4.820,+1.296,+3
vit_base_patch32_384.augreg_in21k_ft_in1k,87.909,12.091,98.010,1.990,88.30,384,1.000,bicubic,+4.557,+1.170,-25
sequencer2d_l.in1k,87.907,12.093,97.703,2.297,54.30,224,0.875,bicubic,+4.513,+1.207,-32
twins_svt_large.in1k,87.903,12.097,97.581,2.419,99.27,224,0.900,bicubic,+4.225,+0.993,-59
coatnet_rmlp_1_rw_224.sw_in1k,87.892,12.108,97.624,2.376,41.69,224,0.950,bicubic,+4.530,+1.174,-29
twins_pcpvt_large.in1k,87.869,12.131,97.859,2.142,60.99,224,0.900,bicubic,+4.739,+1.255,-9
swin_base_patch4_window7_224.ms_in1k,87.866,12.134,97.564,2.436,87.77,224,0.900,bicubic,+4.260,+1.112,-59
maxvit_tiny_rw_224.sw_in1k,87.856,12.144,97.643,2.357,29.06,224,0.950,bicubic,+4.352,+1.129,-51
swin_s3_small_224.ms_in1k,87.849,12.151,97.431,2.568,49.74,224,0.900,bicubic,+4.093,+0.980,-78
convformer_s18.sail_in1k,87.845,12.155,97.551,2.449,26.77,224,1.000,bicubic,+4.859,+1.301,+5
deit_base_patch16_384.fb_in1k,87.845,12.155,97.508,2.492,86.86,384,1.000,bicubic,+4.741,+1.140,-8
mobilevitv2_175.cvnets_in22k_ft_in1k_384,87.841,12.159,97.728,2.272,14.25,384,1.000,bicubic,+4.903,+1.302,+6
ecaresnet101d.miil_in1k,87.839,12.161,97.899,2.101,44.57,288,0.950,bicubic,+4.855,+1.357,+3
convnext_nano.in12k_ft_in1k,87.837,12.164,97.888,2.112,15.59,288,1.000,bicubic,+4.975,+1.332,+9
xcit_small_12_p8_224.fb_in1k,87.822,12.178,97.568,2.432,26.21,224,1.000,bicubic,+4.488,+1.086,-35
flexivit_small.600ep_in1k,87.811,12.189,97.577,2.423,22.06,240,0.950,bicubic,+5.449,+1.493,+72
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,87.809,12.191,97.756,2.244,88.22,224,0.900,bicubic,+4.513,+1.228,-35
flexivit_small.1200ep_in1k,87.809,12.191,97.613,2.387,22.06,240,0.950,bicubic,+5.283,+1.487,+51
focalnet_small_srf.ms_in1k,87.809,12.191,97.575,2.425,49.89,224,0.900,bicubic,+4.393,+1.137,-51
tf_efficientnetv2_b3.in21k_ft_in1k,87.807,12.193,97.895,2.105,14.36,300,0.900,bicubic,+5.137,+1.269,+21
maxxvit_rmlp_nano_rw_256.sw_in1k,87.807,12.193,97.752,2.248,16.78,256,0.950,bicubic,+4.765,+1.402,-11
deit3_medium_patch16_224.fb_in1k,87.807,12.193,97.654,2.346,38.85,224,0.900,bicubic,+4.721,+1.360,-15
tresnet_xl.miil_in1k_448,87.796,12.204,97.459,2.541,78.44,448,0.875,bilinear,+4.738,+1.287,-15
resnetv2_50x1_bit.goog_distilled_in1k,87.790,12.210,97.899,2.101,25.55,224,0.875,bicubic,+4.966,+1.381,+1
repvit_m1_5.dist_300e_in1k,87.772,12.227,97.649,2.351,14.64,224,0.950,bicubic,+5.396,+1.619,+61
convnext_tiny.fb_in1k,87.770,12.230,97.585,2.415,28.59,288,1.000,bicubic,+5.072,+0.953,+13
regnety_320.tv2_in1k,87.743,12.257,97.673,2.327,145.05,224,0.965,bicubic,+4.581,+1.259,-34
resnext101_64x4d.tv_in1k,87.740,12.259,97.592,2.408,83.46,224,0.875,bilinear,+4.748,+1.348,-14
convnextv2_nano.fcmae_ft_in22k_in1k,87.732,12.268,97.886,2.114,15.62,288,1.000,bicubic,+5.068,+1.366,+15
twins_pcpvt_base.in1k,87.730,12.270,97.728,2.272,43.83,224,0.900,bicubic,+5.016,+1.382,+6
tresnet_m.miil_in21k_ft_in1k,87.725,12.274,97.517,2.483,31.39,224,0.875,bilinear,+4.656,+1.407,-24
mvitv2_tiny.fb_in1k,87.719,12.281,97.553,2.447,24.17,224,0.900,bicubic,+5.309,+1.401,+48
gc_efficientnetv2_rw_t.agc_in1k,87.717,12.283,97.803,2.197,13.68,288,1.000,bicubic,+5.261,+1.507,+45
maxvit_rmlp_nano_rw_256.sw_in1k,87.715,12.285,97.577,2.423,15.50,256,0.950,bicubic,+4.761,+1.311,-17
resnetv2_101x1_bit.goog_in21k_ft_in1k,87.683,12.317,97.940,2.060,44.54,448,1.000,bilinear,+5.341,+1.420,+57
rexnet_300.nav_in1k,87.683,12.317,97.611,2.389,34.71,224,0.875,bicubic,+4.909,+1.373,-5
swin_small_patch4_window7_224.ms_in1k,87.662,12.338,97.568,2.432,49.61,224,0.900,bicubic,+4.454,+1.252,-48
efficientnetv2_rw_t.ra2_in1k,87.651,12.349,97.690,2.310,13.65,288,1.000,bicubic,+5.301,+1.498,+53
twins_svt_base.in1k,87.651,12.349,97.525,2.474,56.07,224,0.900,bicubic,+4.531,+1.111,-39
mobilevitv2_150.cvnets_in22k_ft_in1k_384,87.649,12.351,97.647,2.353,10.59,384,1.000,bicubic,+5.063,+1.333,+18
coat_small.in1k,87.647,12.354,97.530,2.470,21.69,224,0.900,bicubic,+5.285,+1.322,+46
fastvit_sa24.apple_in1k,87.638,12.362,97.726,2.274,21.55,256,0.900,bicubic,+4.960,+1.454,-1
maxxvitv2_nano_rw_256.sw_in1k,87.638,12.362,97.525,2.474,23.70,256,0.950,bicubic,+4.528,+1.201,-42
efficientvit_b2.r256_in1k,87.638,12.362,97.453,2.547,24.33,256,1.000,bicubic,+4.948,+1.359,-1
pnasnet5large.tf_in1k,87.636,12.364,97.487,2.513,86.06,331,0.911,bicubic,+4.854,+1.447,-16
resnet101.a1h_in1k,87.634,12.366,97.558,2.442,44.55,288,1.000,bicubic,+4.856,+1.248,-16
resnetaa50d.sw_in12k_ft_in1k,87.623,12.377,97.803,2.197,25.58,288,1.000,bicubic,+5.023,+1.305,+7
cs3edgenet_x.c2_in1k,87.621,12.379,97.654,2.346,47.82,288,1.000,bicubic,+4.913,+1.284,-11
flexivit_small.300ep_in1k,87.621,12.379,97.613,2.387,22.06,240,0.950,bicubic,+5.443,+1.575,+66
xcit_medium_24_p8_224.fb_in1k,87.612,12.388,97.201,2.799,84.32,224,1.000,bicubic,+3.866,+0.491,-117
swinv2_tiny_window16_256.ms_in1k,87.610,12.390,97.560,2.440,28.35,256,0.900,bicubic,+4.806,+1.324,-23
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,87.606,12.394,97.816,2.184,194.03,224,0.875,bilinear,+4.270,+0.970,-73
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,87.600,12.400,97.649,2.351,25.03,224,0.875,bilinear,+5.428,+1.425,+63
nest_base_jx.goog_in1k,87.597,12.403,97.521,2.479,67.72,224,0.875,bicubic,+4.063,+1.147,-99
maxvit_nano_rw_256.sw_in1k,87.595,12.405,97.519,2.481,15.45,256,0.950,bicubic,+4.667,+1.299,-36
tf_efficientnet_b4.in1k,87.585,12.415,97.602,2.398,19.34,380,0.922,bicubic,+4.977,+1.850,-4
davit_tiny.msft_in1k,87.565,12.435,97.585,2.415,28.36,224,0.950,bicubic,+4.869,+1.311,-17
levit_384.fb_dist_in1k,87.563,12.437,97.538,2.462,39.13,224,0.900,bicubic,+4.967,+1.520,-3
levit_conv_384.fb_dist_in1k,87.561,12.439,97.538,2.462,39.13,224,0.900,bicubic,+4.971,+1.522,-2
sequencer2d_m.in1k,87.559,12.441,97.581,2.419,38.31,224,0.875,bicubic,+4.747,+1.307,-34
convnextv2_nano.fcmae_ft_in1k,87.553,12.447,97.666,2.334,15.62,288,1.000,bicubic,+5.067,+1.440,+13
tf_efficientnet_b2.ns_jft_in1k,87.553,12.447,97.626,2.374,9.11,260,0.890,bicubic,+5.175,+1.372,+23
ecaresnet50t.ra2_in1k,87.544,12.456,97.649,2.351,25.57,320,0.950,bicubic,+5.192,+1.509,+27
regnetx_320.tv2_in1k,87.538,12.462,97.564,2.436,107.81,224,0.965,bicubic,+4.728,+1.356,-37
vit_base_patch32_clip_224.laion2b_ft_in1k,87.529,12.471,97.547,2.453,88.22,224,0.900,bicubic,+4.947,+1.347,-5
efficientformerv2_s2.snap_dist_in1k,87.516,12.484,97.615,2.385,12.71,224,0.950,bicubic,+5.350,+1.705,+51
inception_next_tiny.sail_in1k,87.516,12.484,97.549,2.451,28.06,224,0.875,bicubic,+5.038,+1.527,+9
coatnet_bn_0_rw_224.sw_in1k,87.508,12.492,97.551,2.449,27.44,224,0.950,bicubic,+5.108,+1.365,+13
vit_base_patch16_rpn_224.sw_in1k,87.504,12.496,97.489,2.511,86.54,224,0.900,bicubic,+5.302,+1.493,+43
pvt_v2_b2_li.in1k,87.501,12.499,97.470,2.530,22.55,224,0.900,bicubic,+5.307,+1.378,+44
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,87.495,12.505,97.818,2.182,236.34,224,0.875,bicubic,+4.619,+1.236,-49
edgenext_small.usi_in1k,87.493,12.507,97.587,2.413,5.59,320,1.000,bicubic,+5.929,+1.875,+96
nest_small_jx.goog_in1k,87.493,12.507,97.513,2.487,38.35,224,0.875,bicubic,+4.369,+1.193,-74
vit_relpos_base_patch16_clsgap_224.sw_in1k,87.471,12.529,97.525,2.474,86.43,224,0.900,bicubic,+4.711,+1.353,-42
vit_relpos_base_patch16_224.sw_in1k,87.467,12.533,97.558,2.442,86.43,224,0.900,bicubic,+4.971,+1.419,-2
regnety_080_tv.tv2_in1k,87.465,12.535,97.636,2.364,39.38,224,0.965,bicubic,+4.871,+1.388,-20
fbnetv3_g.ra2_in1k,87.446,12.554,97.545,2.455,16.62,288,0.950,bilinear,+5.406,+1.485,+53
resnet61q.ra2_in1k,87.439,12.561,97.598,2.402,36.85,288,1.000,bicubic,+4.915,+1.468,-9
wide_resnet50_2.racm_in1k,87.437,12.563,97.543,2.458,68.88,288,0.950,bicubic,+5.157,+1.479,+24
poolformerv2_m48.sail_in1k,87.435,12.565,97.421,2.579,73.35,224,1.000,bicubic,+4.817,+1.349,-29
efficientnet_b3.ra2_in1k,87.433,12.567,97.679,2.321,12.23,320,1.000,bicubic,+5.187,+1.561,+24
regnetx_160.tv2_in1k,87.433,12.567,97.444,2.556,54.28,224,0.965,bicubic,+4.867,+1.272,-16
resnext101_64x4d.c1_in1k,87.433,12.567,97.444,2.556,83.46,288,1.000,bicubic,+4.277,+1.070,-89
cait_xxs24_384.fb_dist_in1k,87.414,12.586,97.621,2.378,12.03,384,1.000,bicubic,+6.442,+1.981,+149
resnet51q.ra2_in1k,87.397,12.603,97.583,2.417,35.70,288,1.000,bilinear,+5.037,+1.397,+4
cs3darknet_x.c2ns_in1k,87.395,12.605,97.611,2.389,35.05,288,1.000,bicubic,+5.173,+1.381,+22
cs3sedarknet_l.c2ns_in1k,87.395,12.605,97.570,2.430,21.91,288,0.950,bicubic,+5.611,+1.606,+66
coat_lite_small.in1k,87.390,12.610,97.374,2.626,19.84,224,0.900,bicubic,+5.078,+1.524,+9
pvt_v2_b2.in1k,87.382,12.618,97.519,2.481,25.36,224,0.900,bicubic,+5.298,+1.563,+36
tresnet_l.miil_in1k_448,87.382,12.618,97.487,2.513,55.99,448,0.875,bilinear,+5.106,+1.509,+14
resnetv2_50d_gn.ah_in1k,87.380,12.620,97.536,2.464,25.57,288,1.000,bicubic,+5.422,+1.608,+47
sequencer2d_s.in1k,87.377,12.623,97.387,2.613,27.65,224,0.875,bicubic,+5.037,+1.359,+1
swinv2_cr_small_224.sw_in1k,87.377,12.623,97.346,2.654,49.70,224,0.900,bicubic,+4.242,+1.238,-97
xcit_tiny_24_p8_224.fb_in1k,87.373,12.627,97.626,2.374,12.11,224,1.000,bicubic,+5.481,+1.656,+49
fastvit_sa12.apple_dist_in1k,87.363,12.637,97.493,2.507,11.58,256,0.900,bicubic,+5.509,+1.783,+51
vit_relpos_medium_patch16_cls_224.sw_in1k,87.363,12.637,97.451,2.549,38.76,224,0.900,bicubic,+4.791,+1.383,-33
nasnetalarge.tf_in1k,87.360,12.640,97.417,2.583,88.75,331,0.911,bicubic,+4.734,+1.375,-47
seresnext50_32x4d.racm_in1k,87.356,12.644,97.617,2.383,27.56,288,0.950,bicubic,+5.160,+1.469,+15
crossvit_18_dagger_240.in1k,87.350,12.650,97.453,2.547,44.27,240,0.875,bicubic,+4.832,+1.385,-29
repvit_m3.dist_in1k,87.326,12.674,97.481,2.519,10.68,224,0.950,bicubic,+5.824,+1.913,+77
ecaresnet50d.miil_in1k,87.322,12.678,97.666,2.334,25.58,288,0.950,bicubic,+5.672,+1.784,+59
wide_resnet101_2.tv2_in1k,87.322,12.678,97.404,2.596,126.89,224,0.965,bilinear,+4.820,+1.388,-30
resnext101_32x8d.tv2_in1k,87.318,12.682,97.560,2.440,88.79,224,0.965,bilinear,+4.486,+1.328,-80
crossvit_18_240.in1k,87.318,12.682,97.487,2.513,43.27,240,0.875,bicubic,+4.918,+1.427,-21
focalnet_tiny_srf.ms_in1k,87.301,12.699,97.414,2.586,28.43,224,0.900,bicubic,+5.163,+1.446,+16
resnest101e.in1k,87.288,12.712,97.562,2.438,48.28,256,0.875,bilinear,+4.404,+1.240,-85
gcvit_xtiny.in1k,87.279,12.721,97.478,2.522,19.98,224,0.875,bicubic,+5.325,+1.513,+32
tiny_vit_11m_224.in1k,87.277,12.723,97.487,2.513,11.00,224,0.950,bicubic,+5.785,+1.625,+69
coatnet_rmlp_nano_rw_224.sw_in1k,87.277,12.723,97.447,2.554,15.15,224,0.900,bicubic,+5.227,+1.569,+20
ecaresnet101d_pruned.miil_in1k,87.269,12.731,97.713,2.287,24.88,288,0.950,bicubic,+5.271,+1.553,+23
vit_relpos_medium_patch16_rpn_224.sw_in1k,87.269,12.731,97.447,2.554,38.73,224,0.900,bicubic,+4.959,+1.475,-13
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,87.249,12.751,97.782,2.218,28.29,224,0.900,bicubic,+6.281,+1.768,+123
resnetrs101.tf_in1k,87.241,12.759,97.455,2.545,63.62,288,0.940,bicubic,+4.957,+1.441,-11
coatnext_nano_rw_224.sw_in1k,87.239,12.761,97.543,2.458,14.70,224,0.900,bicubic,+5.297,+1.627,+26
poolformer_m48.sail_in1k,87.237,12.763,97.318,2.682,73.47,224,0.950,bicubic,+4.755,+1.352,-40
regnety_160.tv2_in1k,87.232,12.768,97.461,2.539,83.59,224,0.965,bicubic,+4.586,+1.247,-70
mixer_b16_224.miil_in21k_ft_in1k,87.230,12.770,97.414,2.586,59.88,224,0.875,bilinear,+4.924,+1.694,-18
tresnet_xl.miil_in1k,87.230,12.770,97.397,2.603,78.44,224,0.875,bilinear,+5.156,+1.469,+8
xcit_tiny_12_p8_224.fb_dist_in1k,87.224,12.776,97.449,2.551,6.71,224,1.000,bicubic,+6.012,+1.847,+91
xcit_tiny_12_p16_384.fb_dist_in1k,87.209,12.791,97.466,2.534,6.72,384,1.000,bicubic,+6.271,+2.052,+117
convit_base.fb_in1k,87.209,12.791,97.284,2.716,86.54,224,0.875,bicubic,+4.919,+1.348,-20
resnetv2_50d_evos.ah_in1k,87.205,12.795,97.421,2.579,25.59,288,1.000,bicubic,+5.203,+1.521,+10
resnet152.tv2_in1k,87.188,12.812,97.387,2.613,60.19,224,0.965,bilinear,+4.901,+1.383,-22
tf_efficientnet_b3.ap_in1k,87.188,12.812,97.382,2.618,12.23,300,0.904,bicubic,+5.368,+1.756,+25
vit_base_patch32_clip_224.openai_ft_in1k,87.179,12.821,97.466,2.534,88.22,224,0.900,bicubic,+5.249,+1.500,+16
visformer_small.in1k,87.179,12.821,97.323,2.677,40.22,224,0.900,bicubic,+5.073,+1.445,-2
vit_srelpos_medium_patch16_224.sw_in1k,87.177,12.823,97.310,2.690,38.74,224,0.900,bicubic,+4.937,+1.368,-21
focalnet_tiny_lrf.ms_in1k,87.175,12.825,97.370,2.630,28.65,224,0.900,bicubic,+5.021,+1.422,-10
crossvit_15_dagger_240.in1k,87.166,12.834,97.431,2.568,28.21,240,0.875,bicubic,+4.836,+1.475,-34
convnext_tiny_hnf.a2h_in1k,87.147,12.853,97.280,2.720,28.59,288,1.000,bicubic,+4.563,+1.272,-71
vit_relpos_medium_patch16_224.sw_in1k,87.145,12.855,97.500,2.500,38.75,224,0.900,bicubic,+4.683,+1.418,-54
swin_s3_tiny_224.ms_in1k,87.143,12.857,97.308,2.692,28.33,224,0.900,bicubic,+4.999,+1.354,-12
coatnet_0_rw_224.sw_in1k,87.128,12.872,97.233,2.767,27.44,224,0.950,bicubic,+4.738,+1.397,-50
xcit_small_24_p16_224.fb_in1k,87.119,12.881,97.267,2.733,47.67,224,1.000,bicubic,+4.543,+1.255,-72
repvit_m1_1.dist_450e_in1k,87.104,12.896,97.412,2.588,8.80,224,0.950,bicubic,+5.792,+1.876,+63
swinv2_tiny_window8_256.ms_in1k,87.089,12.911,97.510,2.490,28.35,256,0.900,bicubic,+5.269,+1.516,+12
pit_s_distilled_224.in1k,87.081,12.919,97.363,2.637,24.04,224,0.900,bicubic,+5.267,+1.633,+11
efficientvit_b2.r224_in1k,87.081,12.919,97.203,2.797,24.33,224,0.950,bicubic,+4.933,+1.497,-19
ecaresnet50t.a1_in1k,87.081,12.919,97.122,2.878,25.57,288,1.000,bicubic,+4.953,+1.480,-15
mobilevitv2_200.cvnets_in22k_ft_in1k,87.057,12.943,97.431,2.568,18.45,256,0.888,bicubic,+4.725,+1.490,-46
resnext50_32x4d.a1h_in1k,87.057,12.943,97.331,2.669,25.03,288,1.000,bicubic,+5.043,+1.397,-10
xception41p.ra3_in1k,87.051,12.949,97.201,2.799,26.91,299,0.940,bicubic,+5.079,+1.417,-7
regnetz_b16.ra3_in1k,87.047,12.953,97.412,2.588,9.72,288,1.000,bicubic,+6.319,+1.894,+119
crossvit_15_240.in1k,87.042,12.958,97.423,2.577,27.53,240,0.875,bicubic,+5.506,+1.687,+27
convit_small.fb_in1k,87.042,12.958,97.350,2.650,27.78,224,0.875,bicubic,+5.622,+1.606,+44
tf_efficientnetv2_b3.in1k,87.027,12.973,97.301,2.699,14.36,300,0.904,bicubic,+5.055,+1.499,-10
gcresnet50t.ra2_in1k,87.025,12.975,97.391,2.609,25.90,288,1.000,bicubic,+5.569,+1.673,+37
xcit_small_12_p16_224.fb_in1k,87.010,12.990,97.242,2.759,26.25,224,1.000,bicubic,+5.040,+1.430,-11
nest_tiny_jx.goog_in1k,87.008,12.992,97.378,2.622,17.06,224,0.875,bicubic,+5.582,+1.760,+37
poolformerv2_m36.sail_in1k,87.008,12.992,97.284,2.716,56.08,224,1.000,bicubic,+4.792,+1.360,-42
deit3_small_patch16_224.fb_in1k,87.008,12.992,97.171,2.829,22.06,224,0.900,bicubic,+5.638,+1.715,+45
deit_small_distilled_patch16_224.fb_in1k,87.004,12.996,97.323,2.677,22.44,224,0.900,bicubic,+5.788,+1.699,+56
swinv2_cr_tiny_ns_224.sw_in1k,87.002,12.998,97.280,2.720,28.33,224,0.900,bicubic,+5.200,+1.462,-2
resnet101.a1_in1k,87.000,13.000,96.960,3.040,44.55,288,1.000,bicubic,+4.678,+1.328,-58
resnet152.a2_in1k,86.995,13.005,96.923,3.077,60.19,288,1.000,bicubic,+4.387,+0.795,-102
coatnet_nano_rw_224.sw_in1k,86.993,13.007,97.248,2.752,15.14,224,0.900,bicubic,+5.297,+1.602,0
resmlp_36_224.fb_distilled_in1k,86.987,13.013,97.276,2.724,44.69,224,0.875,bicubic,+5.839,+1.798,+59
poolformer_m36.sail_in1k,86.955,13.045,97.141,2.859,56.17,224,0.950,bicubic,+4.853,+1.443,-34
mobilevitv2_175.cvnets_in22k_ft_in1k,86.951,13.050,97.335,2.665,14.25,256,0.888,bicubic,+5.013,+1.545,-18
regnety_032.tv2_in1k,86.942,13.058,97.410,2.590,19.44,224,0.965,bicubic,+5.186,+1.566,-6
resnet101.a2_in1k,86.942,13.058,96.990,3.010,44.55,288,1.000,bicubic,+4.706,+1.260,-54
xcit_large_24_p16_224.fb_in1k,86.942,13.058,96.921,3.079,189.10,224,1.000,bicubic,+4.040,+1.037,-142
resnet101.tv2_in1k,86.936,13.065,97.248,2.752,44.55,224,0.965,bilinear,+5.047,+1.480,-19
xcit_medium_24_p16_224.fb_in1k,86.933,13.067,97.103,2.897,84.40,224,1.000,bicubic,+4.293,+1.121,-117
resnetv2_50.a1h_in1k,86.929,13.071,97.340,2.660,25.55,288,1.000,bicubic,+5.531,+1.614,+25
poolformerv2_s36.sail_in1k,86.921,13.079,97.353,2.647,30.79,224,1.000,bicubic,+5.355,+1.663,+1
tnt_s_patch16_224,86.914,13.086,97.361,2.639,23.76,224,0.900,bicubic,+5.378,+1.671,+4
vit_relpos_small_patch16_224.sw_in1k,86.891,13.109,97.489,2.511,21.98,224,0.900,bicubic,+5.429,+1.669,+15
vit_small_patch16_224.augreg_in21k_ft_in1k,86.871,13.129,97.609,2.391,22.05,224,0.900,bicubic,+5.486,+1.473,+23
vit_small_r26_s32_224.augreg_in21k_ft_in1k,86.856,13.143,97.530,2.470,36.43,224,0.900,bicubic,+4.992,+1.508,-26
resnet152.a1_in1k,86.856,13.143,96.793,3.207,60.19,288,1.000,bicubic,+4.124,+1.073,-136
ecaresnetlight.miil_in1k,86.852,13.148,97.508,2.492,30.16,288,0.950,bicubic,+5.444,+1.692,+17
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,86.848,13.152,97.521,2.479,194.03,224,0.875,bilinear,+5.010,+1.429,-26
convmixer_1536_20.in1k,86.840,13.161,97.355,2.645,51.63,224,0.960,bicubic,+5.478,+1.741,+21
tf_efficientnet_b3.aa_in1k,86.840,13.161,97.297,2.703,12.23,300,0.904,bicubic,+5.200,+1.575,-15
rexnet_200.nav_in1k,86.840,13.161,97.276,2.724,16.37,224,0.875,bicubic,+5.204,+1.610,-13
resnet50.fb_swsl_ig1b_ft_in1k,86.827,13.173,97.493,2.507,25.56,224,0.875,bilinear,+5.655,+1.507,+33
repvit_m1_1.dist_300e_in1k,86.827,13.173,97.318,2.682,8.80,224,0.950,bicubic,+6.001,+2.148,+75
deit_base_patch16_224.fb_in1k,86.827,13.173,97.052,2.949,86.57,224,0.900,bicubic,+4.835,+1.316,-43
tresnet_m.miil_in1k_448,86.816,13.184,97.216,2.784,31.39,448,0.875,bilinear,+5.106,+1.642,-25
tf_efficientnet_lite4.in1k,86.799,13.201,97.265,2.735,13.01,380,0.920,bilinear,+5.269,+1.601,-9
coat_mini.in1k,86.799,13.201,97.156,2.844,10.34,224,0.900,bicubic,+5.529,+1.774,+22
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,86.795,13.205,97.472,2.528,88.79,224,0.875,bilinear,+5.189,+1.432,-19
eva02_tiny_patch14_336.mim_in22k_ft_in1k,86.784,13.216,97.269,2.731,5.76,336,1.000,bicubic,+6.154,+1.743,+87
seresnet50.ra2_in1k,86.778,13.223,97.361,2.639,28.09,288,0.950,bicubic,+5.493,+1.709,+17
vit_base_patch16_224.orig_in21k_ft_in1k,86.773,13.227,97.442,2.558,86.57,224,0.900,bicubic,+4.983,+1.316,-35
convnextv2_pico.fcmae_ft_in1k,86.773,13.227,97.331,2.669,9.07,288,0.950,bicubic,+5.687,+1.851,+39
regnetx_080.tv2_in1k,86.771,13.229,97.197,2.803,39.57,224,0.965,bicubic,+5.231,+1.655,-18
cs3darknet_l.c2ns_in1k,86.767,13.233,97.459,2.541,21.16,288,0.950,bicubic,+5.871,+1.797,+53
resnetaa50.a1h_in1k,86.765,13.235,97.391,2.609,25.56,288,1.000,bicubic,+5.151,+1.589,-27
tresnet_l.miil_in1k,86.763,13.237,97.273,2.727,55.99,224,0.875,bilinear,+5.283,+1.650,-10
resnet50d.ra2_in1k,86.760,13.239,97.372,2.628,25.58,288,0.950,bicubic,+5.404,+1.634,+4
ese_vovnet39b.ra_in1k,86.756,13.244,97.372,2.628,24.57,288,0.950,bicubic,+6.406,+2.006,+104
twins_svt_small.in1k,86.752,13.248,97.180,2.820,24.06,224,0.900,bicubic,+5.076,+1.522,-37
resnet50_gn.a1h_in1k,86.750,13.250,97.449,2.551,25.56,288,0.950,bicubic,+5.534,+2.065,+12
tiny_vit_5m_224.dist_in22k_ft_in1k,86.748,13.252,97.316,2.684,5.39,224,0.950,bicubic,+5.872,+1.652,+50
seresnet50.a1_in1k,86.746,13.255,96.951,3.049,28.09,288,1.000,bicubic,+5.644,+1.623,+25
mobilevitv2_150.cvnets_in22k_ft_in1k,86.743,13.257,97.214,2.786,10.59,256,0.888,bicubic,+5.255,+1.546,-19
fastvit_s12.apple_dist_in1k,86.741,13.259,97.207,2.793,9.47,256,0.900,bicubic,+5.671,+1.923,+28
crossvit_base_240.in1k,86.733,13.267,97.122,2.878,105.03,240,0.875,bicubic,+4.519,+1.288,-90
levit_256.fb_dist_in1k,86.731,13.269,97.254,2.746,18.89,224,0.900,bicubic,+5.207,+1.760,-27
levit_conv_256.fb_dist_in1k,86.726,13.274,97.256,2.744,18.89,224,0.900,bicubic,+5.204,+1.766,-28
ecaresnet50t.a2_in1k,86.726,13.274,97.081,2.919,25.57,288,1.000,bicubic,+5.068,+1.531,-43
cs3darknet_focus_l.c2ns_in1k,86.722,13.278,97.376,2.624,21.15,288,0.950,bicubic,+5.846,+1.694,+41
convnext_nano_ols.d1h_in1k,86.718,13.282,97.047,2.953,15.65,288,1.000,bicubic,+5.118,+1.411,-39
vit_srelpos_small_patch16_224.sw_in1k,86.707,13.293,97.252,2.748,21.97,224,0.900,bicubic,+5.615,+1.682,+18
resnet50.ram_in1k,86.699,13.301,97.199,2.801,25.56,288,0.950,bicubic,+6.723,+2.147,+118
crossvit_small_240.in1k,86.686,13.314,97.276,2.724,26.86,240,0.875,bicubic,+5.668,+1.820,+22
halo2botnet50ts_256.a1h_in1k,86.686,13.314,97.098,2.902,22.64,256,0.950,bicubic,+4.626,+1.464,-82
pit_b_224.in1k,86.686,13.314,96.894,3.107,73.76,224,0.900,bicubic,+4.248,+1.180,-131
resnet50d.a1_in1k,86.671,13.329,96.693,3.307,25.58,288,1.000,bicubic,+5.221,+1.475,-26
ecaresnet50d_pruned.miil_in1k,86.669,13.331,97.429,2.571,19.94,288,0.950,bicubic,+5.879,+1.859,+44
tf_efficientnet_b1.ns_jft_in1k,86.669,13.331,97.382,2.618,7.79,240,0.882,bicubic,+5.281,+1.644,-22
swin_tiny_patch4_window7_224.ms_in1k,86.658,13.342,97.203,2.797,28.29,224,0.900,bicubic,+5.282,+1.659,-21
poolformer_s36.sail_in1k,86.654,13.346,97.152,2.848,30.86,224,0.900,bicubic,+5.224,+1.708,-29
gernet_l.idstcv_in1k,86.643,13.357,97.188,2.812,31.08,256,0.875,bilinear,+5.289,+1.658,-19
efficientnet_el.ra_in1k,86.630,13.370,97.190,2.810,10.59,300,0.904,bicubic,+5.318,+1.700,-18
twins_pcpvt_small.in1k,86.622,13.378,97.344,2.656,24.11,224,0.900,bicubic,+5.530,+1.696,+5
repvit_m2.dist_in1k,86.615,13.385,97.207,2.793,8.80,224,0.950,bicubic,+6.155,+2.039,+67
resmlp_24_224.fb_distilled_in1k,86.615,13.385,97.137,2.863,30.02,224,0.875,bicubic,+5.859,+1.913,+39
gcresnext50ts.ch_in1k,86.609,13.391,97.188,2.812,15.67,288,1.000,bicubic,+5.379,+1.646,-17
resnet50.c2_in1k,86.605,13.395,97.338,2.662,25.56,288,1.000,bicubic,+5.735,+1.804,+26
nf_resnet50.ra2_in1k,86.592,13.408,97.295,2.705,25.56,288,0.940,bicubic,+5.952,+1.961,+47
resnest50d_4s2x40d.in1k,86.588,13.412,97.267,2.733,30.42,224,0.875,bicubic,+5.468,+1.707,-6
sebotnet33ts_256.a1h_in1k,86.585,13.415,96.793,3.207,13.70,256,0.940,bicubic,+5.417,+1.625,-12
efficientnet_b3_pruned.in1k,86.579,13.421,97.184,2.816,9.86,300,0.904,bicubic,+5.727,+1.940,+24
repvgg_b3.rvgg_in1k,86.579,13.421,97.139,2.861,123.09,224,0.875,bilinear,+6.073,+1.885,+53
wide_resnet50_2.tv2_in1k,86.566,13.434,97.248,2.752,68.88,224,0.965,bilinear,+4.960,+1.488,-64
sehalonet33ts.ra2_in1k,86.566,13.434,97.004,2.995,13.69,256,0.940,bicubic,+5.608,+1.732,+9
fastvit_sa12.apple_in1k,86.564,13.436,97.233,2.767,11.58,256,0.900,bicubic,+5.720,+1.893,+22
resnet50.a1_in1k,86.541,13.459,96.838,3.162,25.56,288,1.000,bicubic,+5.327,+1.736,-22
repvit_m1_0.dist_450e_in1k,86.538,13.462,97.098,2.902,7.30,224,0.950,bicubic,+6.104,+2.180,+59
resnet50.c1_in1k,86.536,13.464,97.235,2.765,25.56,288,1.000,bicubic,+5.624,+1.683,+7
convnext_nano.d1h_in1k,86.536,13.464,97.182,2.818,15.59,288,1.000,bicubic,+5.054,+1.524,-53
xcit_tiny_24_p16_224.fb_dist_in1k,86.534,13.466,97.218,2.782,12.12,224,1.000,bicubic,+6.080,+2.000,+55
seresnet50.a2_in1k,86.519,13.481,96.987,3.013,28.09,288,1.000,bicubic,+5.413,+1.765,-16
vit_small_patch16_384.augreg_in1k,86.496,13.504,97.182,2.818,22.20,384,1.000,bicubic,+5.380,+1.608,-18
halonet50ts.a1h_in1k,86.487,13.513,97.148,2.852,22.73,256,0.940,bicubic,+4.825,+1.538,-80
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,86.483,13.517,97.474,2.526,44.18,224,0.875,bilinear,+5.559,+1.740,+1
maxvit_rmlp_pico_rw_256.sw_in1k,86.481,13.519,97.201,2.799,7.52,256,0.950,bicubic,+5.967,+1.987,+38
haloregnetz_b.ra3_in1k,86.466,13.534,96.947,3.053,11.68,224,0.940,bicubic,+5.420,+1.747,-13
resnet152s.gluon_in1k,86.464,13.536,97.109,2.891,60.32,224,0.875,bicubic,+5.456,+1.693,-11
seresnet33ts.ra2_in1k,86.462,13.538,97.190,2.810,19.78,288,1.000,bicubic,+5.678,+1.828,+14
repvit_m1_0.dist_300e_in1k,86.457,13.543,97.054,2.946,7.30,224,0.950,bicubic,+6.331,+2.310,+75
mobilevitv2_200.cvnets_in1k,86.457,13.543,96.970,3.030,18.45,256,0.888,bicubic,+5.323,+1.608,-27
resnext50d_32x4d.bt_in1k,86.455,13.545,97.165,2.835,25.05,288,0.950,bicubic,+5.791,+1.745,+22
resnet50.d_in1k,86.455,13.545,97.056,2.944,25.56,288,1.000,bicubic,+5.483,+1.626,-12
resnetv2_50x1_bit.goog_in21k_ft_in1k,86.440,13.560,97.605,2.396,25.55,448,1.000,bilinear,+6.098,+1.922,+49
resnet50.tv2_in1k,86.440,13.560,97.145,2.855,25.56,224,0.965,bilinear,+5.592,+1.711,+3
resnet50.b1k_in1k,86.438,13.562,97.235,2.765,25.56,288,1.000,bicubic,+5.732,+1.803,+14
resnest50d_1s4x24d.in1k,86.432,13.568,97.152,2.848,25.68,224,0.875,bicubic,+5.444,+1.826,-19
poolformerv2_s24.sail_in1k,86.389,13.611,97.150,2.850,21.34,224,1.000,bicubic,+5.641,+1.840,+8
regnety_016.tv2_in1k,86.372,13.628,97.188,2.812,11.20,224,0.965,bicubic,+5.706,+1.858,+15
repvgg_b3g4.rvgg_in1k,86.368,13.632,97.047,2.953,83.83,224,0.875,bilinear,+6.152,+1.955,+60
darknetaa53.c2ns_in1k,86.359,13.641,97.165,2.835,36.02,288,1.000,bilinear,+5.853,+1.843,+24
efficientformer_l1.snap_dist_in1k,86.357,13.643,97.019,2.981,12.29,224,0.950,bicubic,+5.859,+2.031,+25
darknet53.c2ns_in1k,86.350,13.649,97.130,2.869,41.61,288,1.000,bicubic,+5.819,+1.698,+20
lamhalobotnet50ts_256.a1h_in1k,86.350,13.649,97.041,2.959,22.57,256,0.950,bicubic,+4.798,+1.549,-89
fastvit_t12.apple_dist_in1k,86.344,13.656,97.098,2.902,7.55,256,0.900,bicubic,+5.992,+2.056,+37
legacy_senet154.in1k,86.344,13.656,96.934,3.066,115.09,224,0.875,bilinear,+5.032,+1.374,-60
resnet50.a1h_in1k,86.340,13.660,97.060,2.940,25.56,224,1.000,bicubic,+5.662,+1.754,+5
cait_xxs36_224.fb_dist_in1k,86.329,13.671,97.118,2.882,17.30,224,1.000,bicubic,+6.583,+2.244,+81
tf_efficientnet_b3.in1k,86.325,13.675,96.964,3.036,12.23,300,0.904,bicubic,+5.451,+1.664,-16
mobilevitv2_175.cvnets_in1k,86.321,13.679,96.985,3.015,14.25,256,0.888,bicubic,+5.461,+1.729,-15
gernet_m.idstcv_in1k,86.319,13.681,97.098,2.902,21.14,224,0.875,bilinear,+5.582,+1.908,-4
resnet50d.a2_in1k,86.314,13.686,96.674,3.326,25.58,288,1.000,bicubic,+5.150,+1.594,-52
vit_small_patch32_384.augreg_in21k_ft_in1k,86.312,13.688,97.419,2.581,22.92,384,1.000,bicubic,+5.826,+1.819,+15
pit_s_224.in1k,86.308,13.692,97.049,2.951,23.46,224,0.900,bicubic,+5.222,+1.719,-42
efficientnet_b2.ra_in1k,86.306,13.694,96.987,3.013,9.11,288,1.000,bicubic,+5.696,+1.673,+3
gcresnet33ts.ra2_in1k,86.301,13.699,97.060,2.940,19.88,288,1.000,bicubic,+5.701,+1.738,+3
resnext50_32x4d.a1_in1k,86.284,13.716,96.710,3.290,25.03,288,1.000,bicubic,+4.818,+1.536,-89
resnext50_32x4d.a2_in1k,86.280,13.720,96.684,3.316,25.03,288,1.000,bicubic,+4.976,+1.588,-71
resnet50.b2k_in1k,86.272,13.729,97.071,2.929,25.56,288,1.000,bicubic,+5.818,+1.753,+16
senet154.gluon_in1k,86.272,13.729,96.957,3.042,115.09,224,0.875,bicubic,+5.046,+1.599,-69
resnext50_32x4d.tv2_in1k,86.267,13.733,97.054,2.946,25.03,224,0.965,bilinear,+5.085,+1.714,-64
eca_resnet33ts.ra2_in1k,86.257,13.743,97.150,2.850,19.68,288,1.000,bicubic,+5.585,+1.786,-9
resnest50d.in1k,86.248,13.752,97.069,2.931,27.48,224,0.875,bilinear,+5.288,+1.687,-41
gcvit_xxtiny.in1k,86.244,13.756,97.107,2.893,12.00,224,0.875,bicubic,+6.518,+2.027,+67
regnetx_032.tv2_in1k,86.244,13.756,97.092,2.908,15.30,224,0.965,bicubic,+5.318,+1.814,-40
vit_base_patch16_384.augreg_in1k,86.231,13.769,96.964,3.036,86.86,384,1.000,bicubic,+5.129,+1.844,-59
convmixer_768_32.in1k,86.220,13.780,97.037,2.963,21.11,224,0.960,bicubic,+6.052,+1.963,+36
efficientnet_el_pruned.in1k,86.192,13.807,97.028,2.972,10.59,300,0.904,bicubic,+5.894,+1.806,+23
tresnet_m.miil_in1k,86.188,13.812,96.667,3.333,31.39,224,0.875,bilinear,+5.390,+1.811,-28
cspdarknet53.ra_in1k,86.178,13.822,97.009,2.991,27.64,256,0.887,bilinear,+6.110,+1.931,+38
rexnet_150.nav_in1k,86.169,13.831,97.060,2.940,9.73,224,0.875,bicubic,+5.845,+2.070,+16
inception_v4.tf_in1k,86.163,13.837,96.919,3.081,42.68,299,0.875,bicubic,+6.007,+1.949,+33
efficientvit_b1.r288_in1k,86.154,13.846,96.932,3.068,9.10,288,1.000,bicubic,+5.830,+1.756,+15
inception_resnet_v2.tf_in1k,86.133,13.867,97.045,2.955,55.84,299,0.897,bicubic,+5.675,+1.855,-1
xcit_tiny_12_p8_224.fb_in1k,86.114,13.886,97.088,2.912,6.71,224,1.000,bicubic,+6.425,+2.034,+61
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,86.101,13.899,97.212,2.788,25.03,224,0.875,bilinear,+5.767,+1.812,+10
res2net101d.in1k,86.099,13.901,96.851,3.149,45.23,224,0.875,bilinear,+4.881,+1.501,-85
resnet50.a2_in1k,86.097,13.903,96.701,3.299,25.56,288,1.000,bicubic,+5.325,+1.713,-34
tf_efficientnet_el.in1k,86.082,13.918,96.955,3.045,10.59,300,0.904,bicubic,+5.834,+1.835,+15
mobilevitv2_150.cvnets_in1k,86.082,13.918,96.857,3.143,10.59,256,0.888,bicubic,+5.712,+1.783,+2
cspresnext50.ra_in1k,86.077,13.923,97.107,2.893,20.57,256,0.887,bilinear,+5.523,+1.781,-20
convnext_pico_ols.d1_in1k,86.069,13.931,97.017,2.983,9.06,288,1.000,bicubic,+5.607,+1.765,-11
resnet101s.gluon_in1k,86.067,13.933,97.030,2.970,44.67,224,0.875,bicubic,+5.763,+1.878,+7
edgenext_small_rw.sw_in1k,86.054,13.946,96.928,3.072,7.83,320,1.000,bicubic,+5.596,+1.620,-10
lambda_resnet50ts.a1h_in1k,86.049,13.950,96.742,3.258,21.54,256,0.950,bicubic,+4.891,+1.644,-84
seresnext101_32x4d.gluon_in1k,86.028,13.972,96.972,3.027,48.96,224,0.875,bicubic,+5.136,+1.676,-56
convnext_pico.d1_in1k,86.015,13.985,96.932,3.068,9.05,288,0.950,bicubic,+5.599,+1.884,-8
poolformer_s24.sail_in1k,86.013,13.987,97.030,2.970,21.39,224,0.900,bicubic,+5.719,+1.956,+5
resnetblur50.bt_in1k,85.992,14.008,96.985,3.015,25.56,288,0.950,bicubic,+5.758,+1.751,+9
resnet152.a3_in1k,85.985,14.015,96.849,3.151,60.19,224,0.950,bicubic,+5.439,+1.849,-28
ecaresnet26t.ra2_in1k,85.981,14.019,97.043,2.957,16.01,320,0.950,bicubic,+6.131,+1.953,+29
tf_efficientnet_b2.ap_in1k,85.981,14.019,96.812,3.188,9.11,260,0.890,bicubic,+5.671,+1.786,-3
seresnext101_64x4d.gluon_in1k,85.973,14.027,96.981,3.019,88.23,224,0.875,bicubic,+5.079,+1.685,-64
efficientformerv2_s1.snap_dist_in1k,85.962,14.038,96.874,3.126,6.19,224,0.950,bicubic,+6.270,+2.158,+41
vit_base_patch32_224.augreg_in21k_ft_in1k,85.956,14.044,97.128,2.872,88.22,224,0.900,bicubic,+5.240,+1.562,-46
resnext50_32x4d.ra_in1k,85.934,14.066,97.032,2.968,25.03,288,0.950,bicubic,+5.236,+1.640,-45
fbnetv3_d.ra2_in1k,85.930,14.070,97.026,2.974,10.31,256,0.950,bilinear,+6.248,+2.082,+40
vit_large_patch32_384.orig_in21k_ft_in1k,85.915,14.085,97.370,2.630,306.63,384,1.000,bicubic,+4.405,+1.280,-137
resnet152d.gluon_in1k,85.915,14.085,96.814,3.186,60.21,224,0.875,bicubic,+5.439,+1.612,-28
tf_efficientnet_b2.aa_in1k,85.896,14.104,96.864,3.136,9.11,260,0.890,bicubic,+5.812,+1.958,+7
tf_efficientnetv2_b2.in1k,85.887,14.113,96.887,3.113,10.10,260,0.890,bicubic,+5.691,+1.845,0
vit_base_patch16_224.sam_in1k,85.872,14.128,96.693,3.307,86.57,224,0.900,bicubic,+5.634,+1.937,-5
repvgg_b2g4.rvgg_in1k,85.862,14.138,96.804,3.196,61.76,224,0.875,bilinear,+6.480,+2.128,+55
resnet101d.gluon_in1k,85.862,14.138,96.674,3.326,44.57,224,0.875,bicubic,+5.436,+1.650,-26
efficientvit_b1.r256_in1k,85.830,14.170,96.782,3.217,9.10,256,1.000,bicubic,+6.096,+2.002,+25
mixnet_xl.ra_in1k,85.804,14.196,96.716,3.284,11.90,224,0.875,bicubic,+5.322,+1.780,-37
inception_resnet_v2.tf_ens_adv_in1k,85.768,14.232,96.759,3.241,55.84,299,0.897,bicubic,+5.790,+1.811,+3
repvit_m0_9.dist_450e_in1k,85.757,14.243,96.810,3.190,5.49,224,0.950,bicubic,+6.691,+2.430,+81
tf_efficientnet_lite3.in1k,85.755,14.245,96.891,3.109,8.20,300,0.904,bilinear,+5.949,+1.977,+18
resnext101_32x4d.gluon_in1k,85.753,14.247,96.637,3.363,44.18,224,0.875,bicubic,+5.413,+1.707,-25
xcit_tiny_24_p16_224.fb_in1k,85.746,14.254,96.932,3.068,12.12,224,1.000,bicubic,+6.298,+2.054,+42
legacy_seresnext101_32x4d.in1k,85.742,14.258,96.772,3.228,48.96,224,0.875,bilinear,+5.510,+1.752,-13
resnet101.a3_in1k,85.736,14.264,96.501,3.499,44.55,224,0.950,bicubic,+5.922,+1.887,+13
res2net50d.in1k,85.729,14.271,96.763,3.237,25.72,224,0.875,bilinear,+5.475,+1.727,-20
regnety_320.pycls_in1k,85.727,14.273,96.725,3.275,145.05,224,0.875,bicubic,+4.917,+1.487,-75
cspresnet50.ra_in1k,85.719,14.281,96.799,3.200,21.62,256,0.887,bilinear,+6.137,+2.090,+28
resmlp_big_24_224.fb_in1k,85.701,14.299,96.426,3.574,129.14,224,0.875,bicubic,+4.665,+1.408,-102
resnext101_64x4d.gluon_in1k,85.693,14.307,96.641,3.358,83.46,224,0.875,bicubic,+5.093,+1.649,-58
xception71.tf_in1k,85.689,14.311,96.774,3.226,42.34,299,0.903,bicubic,+5.815,+1.846,-3
resnet33ts.ra2_in1k,85.689,14.311,96.757,3.243,19.68,288,1.000,bicubic,+5.963,+1.929,+13
deit_small_patch16_224.fb_in1k,85.676,14.324,96.906,3.094,22.05,224,0.900,bicubic,+5.828,+1.862,0
resnet50.ra_in1k,85.674,14.326,96.889,3.111,25.56,288,0.950,bicubic,+5.838,+1.923,+2
efficientnet_em.ra2_in1k,85.672,14.328,96.951,3.049,6.90,240,0.882,bicubic,+6.428,+2.157,+49
dpn107.mx_in1k,85.672,14.328,96.757,3.243,86.92,224,0.875,bicubic,+5.502,+1.815,-21
ecaresnet50t.a3_in1k,85.672,14.328,96.725,3.275,25.57,224,0.950,bicubic,+6.120,+2.031,+22
efficientnet_b2_pruned.in1k,85.642,14.358,96.742,3.258,8.31,260,0.890,bicubic,+5.722,+1.890,-12
resmlp_36_224.fb_in1k,85.623,14.377,96.795,3.205,44.69,224,0.875,bicubic,+5.850,+1.911,+1
tiny_vit_5m_224.in1k,85.605,14.395,96.953,3.047,5.39,224,0.950,bicubic,+6.435,+2.159,+52
mobilevitv2_125.cvnets_in1k,85.578,14.422,96.665,3.335,7.48,256,0.888,bicubic,+5.898,+1.807,+9
resnet50.bt_in1k,85.576,14.425,96.832,3.168,25.56,288,0.950,bicubic,+5.936,+1.940,+11
levit_conv_192.fb_dist_in1k,85.571,14.429,96.742,3.258,10.95,224,0.900,bicubic,+5.733,+1.964,-9
resnet32ts.ra2_in1k,85.569,14.431,96.866,3.134,17.96,288,1.000,bicubic,+6.181,+2.214,+24
levit_192.fb_dist_in1k,85.569,14.431,96.740,3.260,10.95,224,0.900,bicubic,+5.731,+1.956,-9
resnet152c.gluon_in1k,85.569,14.431,96.644,3.356,60.21,224,0.875,bicubic,+5.657,+1.798,-19
pit_xs_distilled_224.in1k,85.561,14.439,96.686,3.314,11.00,224,0.900,bicubic,+6.381,+2.320,+44
tf_efficientnetv2_b1.in1k,85.556,14.444,96.731,3.269,8.14,240,0.882,bicubic,+6.096,+2.009,+16
regnety_120.pycls_in1k,85.554,14.446,96.774,3.226,51.82,224,0.875,bicubic,+5.174,+1.648,-57
fbnetv3_b.ra2_in1k,85.520,14.480,96.862,3.139,8.60,256,0.950,bilinear,+6.374,+2.118,+44
regnetx_320.pycls_in1k,85.520,14.480,96.671,3.329,107.81,224,0.875,bicubic,+5.274,+1.649,-43
nf_regnet_b1.ra2_in1k,85.507,14.493,96.789,3.211,10.22,288,0.900,bicubic,+6.199,+2.049,+25
convnextv2_femto.fcmae_ft_in1k,85.503,14.497,96.806,3.194,5.23,288,0.950,bicubic,+6.165,+2.246,+21
dpn92.mx_in1k,85.501,14.499,96.650,3.350,37.67,224,0.875,bicubic,+5.463,+1.790,-33
fastvit_s12.apple_in1k,85.492,14.508,96.721,3.280,9.47,256,0.900,bicubic,+5.550,+1.927,-31
regnety_160.pycls_in1k,85.486,14.514,96.616,3.384,83.59,224,0.875,bicubic,+5.188,+1.652,-52
resnet152.gluon_in1k,85.482,14.518,96.550,3.450,60.19,224,0.875,bicubic,+5.786,+1.820,-11
resnetrs50.tf_in1k,85.469,14.531,96.733,3.267,35.69,224,0.910,bicubic,+5.575,+1.759,-30
rexnet_130.nav_in1k,85.465,14.536,96.680,3.320,7.56,224,0.875,bicubic,+5.959,+2.002,+1
dpn131.mx_in1k,85.450,14.550,96.620,3.380,79.25,224,0.875,bicubic,+5.636,+1.920,-23
regnetx_160.pycls_in1k,85.396,14.604,96.650,3.350,54.28,224,0.875,bicubic,+5.530,+1.822,-30
tf_efficientnet_b2.in1k,85.396,14.604,96.586,3.414,9.11,260,0.890,bicubic,+5.788,+1.872,-8
convnext_tiny.fb_in22k_ft_in1k,85.381,14.619,96.804,3.196,28.59,288,1.000,bicubic,+6.483,+2.130,+46
dla102x2.in1k,85.375,14.625,96.629,3.371,41.28,224,0.875,bilinear,+5.929,+1.997,+2
repvit_m0_9.dist_300e_in1k,85.373,14.627,96.627,3.373,5.49,224,0.950,bicubic,+6.715,+2.511,+66
dpn98.mx_in1k,85.351,14.649,96.509,3.491,61.57,224,0.875,bicubic,+5.681,+1.855,-15
regnetx_016.tv2_in1k,85.349,14.651,96.817,3.183,9.19,224,0.965,bicubic,+5.913,+2.049,-1
gmlp_s16_224.ra3_in1k,85.349,14.651,96.644,3.356,19.42,224,0.875,bicubic,+5.705,+2.022,-15
botnet26t_256.c1_in1k,85.332,14.668,96.631,3.369,12.49,256,0.950,bicubic,+6.074,+2.099,+15
skresnext50_32x4d.ra_in1k,85.328,14.672,96.390,3.610,27.48,224,0.875,bicubic,+5.164,+1.750,-54
seresnext50_32x4d.gluon_in1k,85.321,14.679,96.674,3.326,27.56,224,0.875,bicubic,+5.397,+1.850,-46
xception65.tf_in1k,85.315,14.685,96.646,3.354,39.92,299,0.903,bicubic,+5.759,+1.988,-15
resnet101c.gluon_in1k,85.311,14.689,96.411,3.589,44.57,224,0.875,bicubic,+5.773,+1.827,-14
lambda_resnet26t.c1_in1k,85.302,14.698,96.721,3.280,10.96,256,0.940,bicubic,+6.214,+2.130,+23
resnext50_32x4d.a3_in1k,85.298,14.702,96.328,3.672,25.03,224,0.950,bicubic,+6.030,+2.022,+7
regnety_064.pycls_in1k,85.283,14.717,96.648,3.352,30.58,224,0.875,bicubic,+5.567,+1.882,-31
resnet34d.ra2_in1k,85.272,14.728,96.701,3.299,21.82,288,0.950,bicubic,+6.836,+2.357,+68
coat_lite_mini.in1k,85.272,14.728,96.686,3.314,11.01,224,0.900,bicubic,+6.170,+2.078,+19
resmlp_24_224.fb_in1k,85.264,14.736,96.490,3.510,30.02,224,0.875,bicubic,+5.890,+1.944,-8
convnext_femto_ols.d1_in1k,85.253,14.747,96.772,3.228,5.23,288,0.950,bicubic,+6.329,+2.246,+28
cait_xxs24_224.fb_dist_in1k,85.238,14.762,96.714,3.286,11.96,224,1.000,bicubic,+6.854,+2.398,+71
regnety_080.pycls_in1k,85.238,14.762,96.635,3.365,39.18,224,0.875,bicubic,+5.370,+1.803,-52
efficientvit_b1.r224_in1k,85.232,14.768,96.462,3.538,9.10,224,0.950,bicubic,+5.980,+2.158,+2
pvt_v2_b1.in1k,85.210,14.790,96.631,3.369,14.01,224,0.900,bicubic,+6.506,+2.129,+43
xcit_tiny_12_p16_224.fb_dist_in1k,85.200,14.800,96.597,3.403,6.72,224,1.000,bicubic,+6.626,+2.399,+47
halonet26t.a1h_in1k,85.191,14.809,96.454,3.546,12.48,256,0.950,bicubic,+6.085,+2.148,+9
resnext101_32x8d.tv_in1k,85.189,14.811,96.456,3.544,88.79,224,0.875,bilinear,+5.879,+1.936,-11
inception_v3.gluon_in1k,85.187,14.813,96.535,3.465,23.83,299,0.875,bicubic,+6.385,+2.159,+29
fastvit_t12.apple_in1k,85.180,14.819,96.607,3.393,7.55,256,0.900,bicubic,+5.916,+2.045,-6
convnext_femto.d1_in1k,85.163,14.837,96.704,3.296,5.22,288,0.950,bicubic,+6.447,+2.273,+34
resnet101.gluon_in1k,85.161,14.839,96.366,3.634,44.55,224,0.875,bicubic,+5.851,+1.844,-16
hrnet_w48.ms_in1k,85.159,14.841,96.490,3.510,77.47,224,0.875,bilinear,+5.853,+1.974,-14
regnetx_120.pycls_in1k,85.138,14.862,96.475,3.525,46.11,224,0.875,bicubic,+5.550,+1.733,-38
eca_halonext26ts.c1_in1k,85.131,14.869,96.580,3.420,10.76,256,0.940,bicubic,+5.645,+1.980,-33
resnet50.am_in1k,85.131,14.869,96.571,3.429,25.56,224,0.875,bicubic,+6.129,+2.173,+8
tf_efficientnet_b1.ap_in1k,85.131,14.869,96.407,3.593,7.79,240,0.882,bicubic,+5.855,+2.095,-16
repvit_m1.dist_in1k,85.121,14.879,96.597,3.403,5.49,224,0.950,bicubic,+6.583,+2.527,+36
eca_botnext26ts_256.c1_in1k,85.121,14.879,96.511,3.489,10.59,256,0.950,bicubic,+5.853,+1.905,-16
legacy_xception.tf_in1k,85.121,14.879,96.469,3.531,22.86,299,0.897,bicubic,+6.081,+2.087,+4
hrnet_w64.ms_in1k,85.114,14.886,96.738,3.262,128.06,224,0.875,bilinear,+5.638,+2.086,-37
lambda_resnet26rpt_256.c1_in1k,85.099,14.901,96.565,3.435,10.99,256,0.940,bicubic,+6.135,+2.129,+4
res2net101_26w_4s.in1k,85.097,14.903,96.381,3.619,45.21,224,0.875,bilinear,+5.897,+1.945,-13
resnet50.fb_ssl_yfcc100m_ft_in1k,85.093,14.907,96.862,3.139,25.56,224,0.875,bilinear,+5.863,+2.036,-16
mobileone_s4.apple_in1k,85.082,14.918,96.434,3.566,14.95,224,0.900,bilinear,+5.656,+1.954,-36
dpn68b.ra_in1k,85.061,14.939,96.449,3.551,12.61,288,1.000,bicubic,+5.701,+2.013,-33
tf_efficientnet_cc_b1_8e.in1k,85.061,14.939,96.430,3.570,39.72,240,0.882,bicubic,+5.759,+2.056,-27
resnest26d.gluon_in1k,85.016,14.984,96.639,3.361,17.07,224,0.875,bilinear,+6.534,+2.345,+34
xcit_nano_12_p8_384.fb_dist_in1k,85.014,14.986,96.629,3.371,3.05,384,1.000,bicubic,+7.194,+2.589,+83
resnext50_32x4d.gluon_in1k,85.005,14.995,96.428,3.572,25.03,224,0.875,bicubic,+5.645,+1.998,-36
tf_efficientnet_b0.ns_jft_in1k,84.999,15.001,96.505,3.495,5.29,224,0.875,bicubic,+6.331,+2.133,+18
coat_tiny.in1k,84.971,15.029,96.422,3.578,5.50,224,0.900,bicubic,+6.545,+2.374,+36
regnety_040.pycls_in1k,84.952,15.048,96.612,3.388,20.65,224,0.875,bicubic,+5.732,+1.956,-24
dla169.in1k,84.931,15.069,96.541,3.459,53.39,224,0.875,bilinear,+6.223,+2.197,+13
tf_efficientnet_b1.aa_in1k,84.918,15.082,96.366,3.634,7.79,240,0.882,bicubic,+6.090,+2.166,0
resnet50d.a3_in1k,84.901,15.099,96.285,3.715,25.58,224,0.950,bicubic,+6.181,+2.053,+8
legacy_seresnext50_32x4d.in1k,84.897,15.103,96.428,3.572,27.56,224,0.875,bilinear,+5.821,+1.996,-17
mobilevitv2_100.cvnets_in1k,84.894,15.106,96.388,3.612,4.90,256,0.888,bicubic,+6.814,+2.218,+55
hrnet_w44.ms_in1k,84.886,15.114,96.430,3.570,67.06,224,0.875,bilinear,+5.992,+2.066,-8
resnet50s.gluon_in1k,84.877,15.123,96.441,3.559,25.68,224,0.875,bicubic,+6.163,+2.199,+6
regnety_008_tv.tv2_in1k,84.875,15.125,96.637,3.363,6.43,224,0.965,bicubic,+6.209,+2.247,+9
regnetx_080.pycls_in1k,84.865,15.136,96.432,3.568,39.57,224,0.875,bicubic,+5.667,+1.878,-31
levit_conv_128.fb_dist_in1k,84.847,15.153,96.353,3.647,9.21,224,0.900,bicubic,+6.353,+2.345,+16
visformer_tiny.in1k,84.845,15.155,96.509,3.491,10.32,224,0.900,bicubic,+6.685,+2.343,+43
levit_128.fb_dist_in1k,84.845,15.155,96.353,3.647,9.21,224,0.900,bicubic,+6.355,+2.341,+17
res2net50_26w_8s.in1k,84.837,15.163,96.355,3.645,48.40,224,0.875,bilinear,+5.895,+2.061,-19
vit_tiny_patch16_384.augreg_in21k_ft_in1k,84.832,15.168,96.714,3.286,5.79,384,1.000,bicubic,+6.408,+2.172,+22
repghostnet_200.in1k,84.830,15.170,96.413,3.587,9.80,224,0.875,bicubic,+6.024,+2.083,-11
resnet50d.gluon_in1k,84.830,15.170,96.398,3.602,25.58,224,0.875,bicubic,+5.752,+1.932,-30
dla60_res2next.in1k,84.826,15.174,96.407,3.593,17.03,224,0.875,bilinear,+6.386,+2.263,+16
resnet152.tv_in1k,84.826,15.174,96.232,3.768,60.19,224,0.875,bilinear,+6.504,+2.186,+26
resnet26t.ra2_in1k,84.824,15.176,96.390,3.610,16.01,320,1.000,bicubic,+6.496,+2.266,+24
dla60_res2net.in1k,84.818,15.182,96.473,3.527,20.85,224,0.875,bilinear,+6.354,+2.275,+11
mixnet_l.ft_in1k,84.815,15.185,96.323,3.677,7.33,224,0.875,bicubic,+5.849,+2.141,-29
dla102x.in1k,84.807,15.193,96.552,3.448,26.31,224,0.875,bilinear,+6.295,+2.316,+2
xception41.tf_in1k,84.785,15.214,96.411,3.589,26.97,299,0.903,bicubic,+6.281,+2.135,+2
pit_xs_224.in1k,84.783,15.217,96.501,3.499,10.62,224,0.900,bicubic,+6.607,+2.339,+28
hrnet_w18.ms_aug_in1k,84.783,15.217,96.466,3.534,21.30,224,0.950,bilinear,+6.661,+2.412,+34
regnetx_064.pycls_in1k,84.773,15.227,96.494,3.506,26.21,224,0.875,bicubic,+5.707,+2.034,-38
resnet34.a1_in1k,84.762,15.238,96.230,3.771,21.80,288,1.000,bicubic,+6.844,+2.466,+46
poolformerv2_s12.sail_in1k,84.756,15.244,96.373,3.627,11.89,224,1.000,bicubic,+6.754,+2.508,+37
gcresnext26ts.ch_in1k,84.756,15.244,96.293,3.707,10.48,288,1.000,bicubic,+6.342,+2.257,+9
hrnet_w40.ms_in1k,84.745,15.255,96.552,3.448,57.56,224,0.875,bilinear,+5.813,+2.088,-35
repvgg_b2.rvgg_in1k,84.726,15.274,96.471,3.529,89.02,224,0.875,bilinear,+5.934,+2.051,-24
res2net50_26w_6s.in1k,84.726,15.274,96.281,3.719,37.05,224,0.875,bilinear,+6.158,+2.159,-11
resmlp_12_224.fb_distilled_in1k,84.719,15.281,96.225,3.775,15.35,224,0.875,bicubic,+6.765,+2.665,+37
vit_base_patch32_384.augreg_in1k,84.715,15.285,96.323,3.677,88.30,384,1.000,bicubic,+5.959,+2.097,-25
legacy_seresnet152.in1k,84.713,15.287,96.419,3.580,66.82,224,0.875,bilinear,+6.053,+2.049,-17
cs3darknet_m.c2ns_in1k,84.700,15.300,96.488,3.512,9.31,288,0.950,bicubic,+7.066,+2.472,+50
selecsls60b.in1k,84.662,15.338,96.300,3.700,32.77,224,0.875,bicubic,+6.250,+2.132,+1
bat_resnext26ts.ch_in1k,84.653,15.347,96.268,3.732,10.73,256,0.900,bicubic,+6.401,+2.170,+9
hrnet_w32.ms_in1k,84.651,15.349,96.413,3.587,41.23,224,0.875,bilinear,+6.209,+2.223,-7
seresnext26d_32x4d.bt_in1k,84.642,15.357,96.261,3.739,16.81,288,0.950,bicubic,+5.829,+2.022,-37
tf_efficientnetv2_b0.in1k,84.623,15.377,96.274,3.726,7.14,224,0.875,bicubic,+6.265,+2.260,+1
efficientnet_b1.ft_in1k,84.611,15.389,96.334,3.666,7.79,256,1.000,bicubic,+5.811,+1.992,-36
regnetx_040.pycls_in1k,84.606,15.394,96.379,3.621,22.12,224,0.875,bicubic,+6.114,+2.137,-16
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,84.598,15.402,96.014,3.986,119.42,256,0.900,bicubic,+5.114,+1.876,-94
regnety_032.pycls_in1k,84.593,15.407,96.415,3.585,19.44,224,0.875,bicubic,+5.717,+2.007,-46
seresnext26t_32x4d.bt_in1k,84.589,15.411,96.381,3.619,16.81,288,0.950,bicubic,+5.845,+2.069,-36
hrnet_w30.ms_in1k,84.583,15.417,96.381,3.619,37.71,224,0.875,bilinear,+6.387,+2.159,+4
efficientnet_es.ra_in1k,84.581,15.419,96.308,3.692,5.44,224,0.875,bicubic,+6.523,+2.382,+13
tf_mixnet_l.in1k,84.578,15.422,96.244,3.756,7.33,224,0.875,bicubic,+5.802,+2.242,-41
wide_resnet101_2.tv_in1k,84.546,15.454,96.349,3.651,126.89,224,0.875,bilinear,+5.704,+2.067,-49
hrnet_w18_small_v2.gluon_in1k,84.542,15.458,96.285,3.715,15.60,224,0.875,bicubic,+6.352,+2.383,+1
vit_small_patch16_224.augreg_in1k,84.536,15.464,96.272,3.728,22.05,224,0.900,bicubic,+5.688,+1.984,-52
dla60x.in1k,84.531,15.469,96.293,3.707,17.35,224,0.875,bilinear,+6.295,+2.267,-3
legacy_seresnet101.in1k,84.497,15.503,96.326,3.674,49.33,224,0.875,bilinear,+6.111,+2.064,-15
resnet50.a3_in1k,84.484,15.515,96.003,3.997,25.56,224,0.950,bicubic,+6.436,+2.223,+7
cs3darknet_focus_m.c2ns_in1k,84.482,15.518,96.417,3.583,9.30,288,0.950,bicubic,+7.198,+2.451,+51
seresnext26ts.ch_in1k,84.480,15.520,96.321,3.679,10.39,288,1.000,bicubic,+6.210,+2.229,-11
tf_efficientnet_b1.in1k,84.472,15.528,96.074,3.926,7.79,240,0.882,bicubic,+5.910,+1.980,-36
coat_lite_tiny.in1k,84.459,15.541,96.383,3.617,5.72,224,0.900,bicubic,+6.939,+2.461,+32
tf_efficientnet_em.in1k,84.455,15.545,96.185,3.815,6.90,240,0.882,bicubic,+6.329,+2.137,-3
wide_resnet50_2.tv_in1k,84.429,15.571,96.257,3.743,68.88,224,0.875,bilinear,+5.953,+2.169,-31
repvgg_b1.rvgg_in1k,84.420,15.580,96.217,3.783,57.42,224,0.875,bilinear,+6.052,+2.121,-21
efficientnet_b1_pruned.in1k,84.397,15.603,96.140,3.860,6.33,240,0.882,bicubic,+6.157,+2.306,-14
vit_base_patch16_224.augreg_in1k,84.384,15.616,96.042,3.958,86.57,224,0.900,bicubic,+5.230,+1.952,-83
res2net50_26w_4s.in1k,84.359,15.642,96.091,3.909,25.70,224,0.875,bilinear,+6.409,+2.239,+6
hardcorenas_f.miil_green_in1k,84.324,15.676,96.025,3.975,8.20,224,0.875,bilinear,+6.228,+2.222,-7
res2net50_14w_8s.in1k,84.311,15.688,96.076,3.924,25.06,224,0.875,bilinear,+6.153,+2.230,-11
selecsls60.in1k,84.282,15.718,96.103,3.897,30.67,224,0.875,bicubic,+6.294,+2.273,+1
mobilevit_s.cvnets_in1k,84.277,15.723,96.259,3.741,5.58,256,0.900,bicubic,+5.965,+2.111,-24
regnetx_032.pycls_in1k,84.245,15.755,96.242,3.758,15.30,224,0.875,bicubic,+6.077,+2.160,-16
mobileone_s3.apple_in1k,84.233,15.767,96.135,3.865,10.17,224,0.900,bilinear,+6.241,+2.221,-3
convnextv2_atto.fcmae_ft_in1k,84.226,15.774,96.059,3.941,3.71,288,0.950,bicubic,+6.466,+2.333,+9
eca_resnext26ts.ch_in1k,84.224,15.776,96.191,3.809,10.30,288,1.000,bicubic,+6.224,+2.265,-6
ese_vovnet19b_dw.ra_in1k,84.220,15.780,96.259,3.741,6.54,288,0.950,bicubic,+6.476,+2.475,+7
convnext_atto_ols.a2_in1k,84.220,15.780,96.217,3.783,3.70,288,0.950,bicubic,+7.004,+2.541,+36
resnet50c.gluon_in1k,84.213,15.787,96.163,3.837,25.58,224,0.875,bicubic,+6.207,+2.171,-12
res2next50.in1k,84.213,15.787,96.001,3.999,24.67,224,0.875,bilinear,+5.971,+2.109,-28
mobileone_s2.apple_in1k,84.196,15.804,96.063,3.937,7.88,224,0.900,bilinear,+6.680,+2.395,+15
dla102.in1k,84.190,15.810,96.206,3.794,33.27,224,0.875,bilinear,+6.166,+2.272,-15
densenetblur121d.ra_in1k,84.168,15.832,96.240,3.760,8.00,288,0.950,bicubic,+6.846,+2.452,+22
rexnet_100.nav_in1k,84.158,15.842,96.249,3.751,4.80,224,0.875,bicubic,+6.302,+2.609,-5
fastvit_t8.apple_dist_in1k,84.143,15.857,96.078,3.922,4.03,256,0.900,bicubic,+6.967,+2.780,+30
convnext_atto.d2_in1k,84.141,15.859,96.200,3.800,3.70,288,0.950,bicubic,+7.133,+2.498,+39
inception_v3.tf_in1k,84.141,15.859,95.911,4.089,23.83,299,0.875,bicubic,+6.285,+2.045,-7
res2net50_48w_2s.in1k,84.117,15.883,95.960,4.040,25.29,224,0.875,bilinear,+6.603,+2.410,+9
xcit_tiny_12_p16_224.fb_in1k,84.111,15.889,96.236,3.764,6.72,224,1.000,bicubic,+6.971,+2.520,+29
ghostnetv2_160.in1k,84.098,15.902,96.210,3.790,12.39,224,0.875,bicubic,+6.266,+2.270,-9
tf_efficientnet_lite2.in1k,84.087,15.913,96.074,3.926,6.09,260,0.890,bicubic,+6.625,+2.322,+7
poolformer_s12.sail_in1k,84.049,15.951,96.178,3.822,11.92,224,0.900,bicubic,+6.809,+2.646,+20
resnet34.a2_in1k,84.045,15.955,95.922,4.078,21.80,288,1.000,bicubic,+6.887,+2.648,+24
efficientnet_b0.ra_in1k,84.034,15.966,95.965,4.035,5.29,224,0.875,bicubic,+6.340,+2.433,-8
crossvit_9_dagger_240.in1k,84.019,15.981,96.084,3.916,8.78,240,0.875,bicubic,+7.041,+2.466,+31
tf_efficientnet_cc_b0_8e.in1k,83.972,16.028,96.067,3.933,24.01,224,0.875,bicubic,+6.068,+2.405,-19
regnety_016.pycls_in1k,83.966,16.034,96.005,3.995,11.20,224,0.875,bicubic,+6.098,+2.287,-20
gmixer_24_224.ra3_in1k,83.966,16.034,95.854,4.146,24.72,224,0.875,bicubic,+5.940,+2.186,-31
hardcorenas_e.miil_green_in1k,83.963,16.037,95.903,4.097,8.07,224,0.875,bilinear,+6.173,+2.203,-16
resnext50_32x4d.tv_in1k,83.951,16.049,95.969,4.031,25.03,224,0.875,bilinear,+6.329,+2.273,-10
resnet50.gluon_in1k,83.940,16.060,96.020,3.980,25.56,224,0.875,bicubic,+6.358,+2.300,-8
densenet161.tv_in1k,83.910,16.090,96.022,3.978,28.68,224,0.875,bicubic,+6.552,+2.380,+2
mobilenetv2_120d.ra_in1k,83.902,16.098,95.903,4.097,5.83,224,0.875,bicubic,+6.594,+2.401,+3
inception_v3.tf_adv_in1k,83.897,16.103,95.939,4.061,23.83,299,0.875,bicubic,+6.305,+2.209,-13
resnet101.tv_in1k,83.863,16.137,95.888,4.112,44.55,224,0.875,bilinear,+6.483,+2.342,-2
tinynet_a.in1k,83.825,16.175,95.817,4.183,6.19,192,0.875,bicubic,+6.177,+2.277,-19
resnet26d.bt_in1k,83.791,16.209,95.960,4.040,16.01,288,0.950,bicubic,+6.383,+2.322,-5
dpn68b.mx_in1k,83.786,16.214,95.986,4.014,12.61,224,0.875,bicubic,+6.268,+2.134,-13
inception_v3.tv_in1k,83.756,16.244,95.886,4.114,23.83,299,0.875,bicubic,+6.322,+2.412,-9
hardcorenas_d.miil_green_in1k,83.756,16.244,95.738,4.262,7.50,224,0.875,bilinear,+6.322,+2.248,-9
xcit_nano_12_p8_224.fb_dist_in1k,83.733,16.267,95.963,4.037,3.05,224,1.000,bicubic,+7.401,+2.865,+39
dla60.in1k,83.716,16.284,95.926,4.074,22.04,224,0.875,bilinear,+6.670,+2.608,+11
resnext26ts.ra2_in1k,83.701,16.299,95.984,4.016,10.30,288,1.000,bicubic,+6.523,+2.520,+1
repvgg_b1g4.rvgg_in1k,83.699,16.301,96.027,3.973,39.97,224,0.875,bilinear,+6.111,+2.191,-22
convmixer_1024_20_ks9_p14.in1k,83.682,16.318,95.884,4.116,24.38,224,0.960,bicubic,+6.746,+2.534,+13
legacy_seresnet50.in1k,83.669,16.331,95.984,4.016,28.09,224,0.875,bilinear,+6.025,+2.226,-28
regnetx_008.tv2_in1k,83.667,16.333,95.975,4.025,7.26,224,0.965,bicubic,+6.361,+2.311,-10
tf_efficientnet_b0.ap_in1k,83.652,16.348,95.785,4.215,5.29,224,0.875,bicubic,+6.562,+2.523,+2
skresnet34.ra_in1k,83.645,16.355,95.928,4.072,22.28,224,0.875,bicubic,+6.735,+2.784,+11
tf_efficientnet_cc_b0_4e.in1k,83.641,16.359,95.740,4.260,13.31,224,0.875,bicubic,+6.339,+2.404,-12
repghostnet_150.in1k,83.630,16.369,95.920,4.080,6.58,224,0.875,bicubic,+6.171,+2.410,-22
seresnet50.a3_in1k,83.624,16.376,95.709,4.292,28.09,224,0.950,bicubic,+6.598,+2.636,+2
densenet121.ra_in1k,83.596,16.404,96.054,3.946,7.98,288,0.950,bicubic,+7.096,+2.686,+21
resmlp_12_224.fb_in1k,83.569,16.431,95.760,4.240,15.35,224,0.875,bicubic,+6.921,+2.582,+11
densenet201.tv_in1k,83.554,16.446,95.809,4.191,20.01,224,0.875,bicubic,+6.268,+2.329,-16
mobilenetv3_large_100.miil_in21k_ft_in1k,83.554,16.446,95.448,4.552,5.48,224,0.875,bilinear,+5.634,+2.534,-51
mixnet_m.ft_in1k,83.532,16.468,95.687,4.313,5.01,224,0.875,bicubic,+6.272,+2.269,-16
legacy_seresnext26_32x4d.in1k,83.522,16.478,95.709,4.292,16.79,224,0.875,bicubic,+6.414,+2.395,-9
gernet_s.idstcv_in1k,83.513,16.487,95.798,4.202,8.17,224,0.875,bilinear,+6.603,+2.482,+2
tf_efficientnet_b0.aa_in1k,83.502,16.498,95.704,4.296,5.29,224,0.875,bicubic,+6.658,+2.486,+2
hrnet_w18.ms_in1k,83.490,16.511,95.911,4.089,21.30,224,0.875,bilinear,+6.738,+2.467,+3
resnet34.bt_in1k,83.468,16.532,95.965,4.035,21.80,288,0.950,bicubic,+6.988,+2.611,+13
selecsls42b.in1k,83.451,16.549,95.736,4.264,32.46,224,0.875,bicubic,+6.281,+2.344,-17
efficientvit_m5.r224_in1k,83.449,16.551,95.813,4.187,12.47,224,0.875,bicubic,+6.391,+2.629,-12
efficientformerv2_s0.snap_dist_in1k,83.402,16.598,95.817,4.183,3.60,224,0.950,bicubic,+7.288,+2.959,+19
hardcorenas_c.miil_green_in1k,83.353,16.647,95.713,4.287,5.52,224,0.875,bilinear,+6.287,+2.551,-15
ghostnetv2_130.in1k,83.342,16.658,95.843,4.157,8.96,224,0.875,bicubic,+6.586,+2.481,-4
tf_efficientnet_lite1.in1k,83.338,16.662,95.647,4.353,5.42,240,0.882,bicubic,+6.694,+2.423,-2
fastvit_t8.apple_in1k,83.270,16.730,95.832,4.168,4.03,256,0.900,bicubic,+7.096,+2.780,+13
dpn68.mx_in1k,83.195,16.805,95.617,4.383,12.61,224,0.875,bicubic,+6.849,+2.609,+9
tf_mixnet_m.in1k,83.189,16.811,95.469,4.531,5.01,224,0.875,bicubic,+6.235,+2.315,-14
regnetx_016.pycls_in1k,83.180,16.820,95.740,4.260,9.19,224,0.875,bicubic,+6.256,+2.325,-13
tf_efficientnet_es.in1k,83.180,16.820,95.580,4.420,5.44,224,0.875,bicubic,+6.582,+2.378,-5
xcit_nano_12_p16_384.fb_dist_in1k,83.178,16.822,95.755,4.245,3.05,384,1.000,bicubic,+7.720,+3.058,+27
mobilenetv2_140.ra_in1k,83.174,16.826,95.687,4.313,6.11,224,0.875,bicubic,+6.658,+2.699,-2
levit_128s.fb_dist_in1k,83.052,16.948,95.533,4.467,7.78,224,0.900,bicubic,+6.526,+2.661,-5
levit_conv_128s.fb_dist_in1k,83.046,16.954,95.536,4.464,7.78,224,0.900,bicubic,+6.526,+2.670,-5
repvgg_a2.rvgg_in1k,82.996,17.004,95.593,4.407,28.21,224,0.875,bilinear,+6.538,+2.591,-2
resnet50.tv_in1k,82.958,17.042,95.469,4.531,25.56,224,0.875,bilinear,+6.830,+2.611,+4
repghostnet_130.in1k,82.922,17.078,95.459,4.541,5.48,224,0.875,bicubic,+6.546,+2.567,-3
resnet26.bt_in1k,82.917,17.083,95.726,4.274,16.00,288,0.950,bicubic,+6.551,+2.546,-3
hardcorenas_b.miil_green_in1k,82.864,17.136,95.395,4.605,5.18,224,0.875,bilinear,+6.316,+2.633,-13
mobileone_s1.apple_in1k,82.853,17.147,95.540,4.460,4.83,224,0.900,bilinear,+7.067,+2.748,+7
mobilevitv2_075.cvnets_in1k,82.796,17.204,95.570,4.430,2.87,256,0.888,bicubic,+7.188,+2.826,+11
densenet169.tv_in1k,82.689,17.311,95.604,4.396,14.15,224,0.875,bicubic,+6.789,+2.576,+4
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,82.687,17.313,95.847,4.153,6.36,384,1.000,bicubic,+6.727,+2.585,+1
regnety_004.tv2_in1k,82.640,17.360,95.499,4.501,4.34,224,0.965,bicubic,+7.046,+2.799,+9
edgenext_x_small.in1k,82.580,17.420,95.459,4.541,2.34,288,1.000,bicubic,+6.892,+2.693,+4
tf_efficientnet_b0.in1k,82.563,17.437,95.418,4.582,5.29,224,0.875,bicubic,+6.033,+2.410,-19
mixnet_s.ft_in1k,82.520,17.480,95.356,4.644,4.13,224,0.875,bicubic,+6.526,+2.086,-4
vit_small_patch32_224.augreg_in21k_ft_in1k,82.516,17.484,95.664,4.336,22.88,224,0.900,bicubic,+6.522,+2.864,-6
regnety_008.pycls_in1k,82.486,17.514,95.489,4.511,6.26,224,0.875,bicubic,+6.184,+2.427,-11
efficientnet_lite0.ra_in1k,82.371,17.629,95.294,4.706,4.65,224,0.875,bicubic,+6.889,+2.774,+6
resnest14d.gluon_in1k,82.356,17.644,95.335,4.665,10.61,224,0.875,bilinear,+6.848,+2.827,+4
hardcorenas_a.miil_green_in1k,82.322,17.678,95.288,4.712,5.26,224,0.875,bilinear,+6.384,+2.780,-7
efficientnet_es_pruned.in1k,82.294,17.706,95.301,4.699,5.44,224,0.875,bicubic,+7.288,+2.857,+15
mobilenetv3_rw.rmsp_in1k,82.264,17.736,95.234,4.766,5.48,224,0.875,bicubic,+6.644,+2.531,-3
semnasnet_100.rmsp_in1k,82.258,17.742,95.226,4.774,3.89,224,0.875,bicubic,+6.808,+2.628,+4
mobilenetv3_large_100.ra_in1k,82.179,17.821,95.192,4.808,5.48,224,0.875,bicubic,+6.413,+2.654,-8
vit_tiny_patch16_224.augreg_in21k_ft_in1k,82.080,17.920,95.476,4.524,5.72,224,0.900,bicubic,+6.618,+2.632,0
mobilenetv2_110d.ra_in1k,82.068,17.932,95.070,4.930,4.52,224,0.875,bicubic,+7.014,+2.886,+8
tf_mixnet_s.in1k,82.038,17.962,95.126,4.874,4.13,224,0.875,bicubic,+6.386,+2.486,-9
repvgg_b0.rvgg_in1k,81.999,18.001,95.104,4.896,15.82,224,0.875,bilinear,+6.855,+2.688,+2
deit_tiny_distilled_patch16_224.fb_in1k,81.993,18.007,95.134,4.866,5.91,224,0.900,bicubic,+7.489,+3.244,+18
hrnet_w18_small_v2.ms_in1k,81.976,18.024,95.160,4.840,15.60,224,0.875,bilinear,+6.866,+2.744,+2
mixer_b16_224.goog_in21k_ft_in1k,81.976,18.024,94.451,5.549,59.88,224,0.875,bicubic,+5.374,+2.227,-39
tf_efficientnet_lite0.in1k,81.950,18.050,95.160,4.840,4.65,224,0.875,bicubic,+7.118,+2.990,+7
ghostnetv2_100.in1k,81.905,18.095,95.111,4.889,6.16,224,0.875,bicubic,+6.739,+2.757,-4
tinynet_b.in1k,81.880,18.120,94.876,5.124,3.73,188,0.875,bicubic,+6.902,+2.690,+3
tf_mobilenetv3_large_100.in1k,81.848,18.152,95.059,4.941,5.48,224,0.875,bilinear,+6.332,+2.466,-13
pit_ti_distilled_224.in1k,81.779,18.221,95.098,4.902,5.10,224,0.900,bicubic,+7.523,+3.146,+14
repghostnet_111.in1k,81.743,18.257,94.842,5.158,4.54,224,0.875,bicubic,+6.687,+2.650,-4
densenet121.tv_in1k,81.732,18.268,95.036,4.964,7.98,224,0.875,bicubic,+6.968,+2.882,+3
regnety_006.pycls_in1k,81.717,18.283,95.115,4.885,6.06,224,0.875,bicubic,+6.449,+2.589,-11
regnetx_004_tv.tv2_in1k,81.694,18.306,95.057,4.943,5.50,224,0.965,bicubic,+7.094,+2.887,+5
resnet18d.ra2_in1k,81.679,18.321,95.079,4.921,11.71,288,0.950,bicubic,+7.885,+3.241,+19
dla34.in1k,81.664,18.336,94.867,5.133,15.74,224,0.875,bilinear,+7.024,+2.801,+1
xcit_nano_12_p8_224.fb_in1k,81.645,18.355,95.271,4.729,3.05,224,1.000,bicubic,+7.735,+3.103,+15
crossvit_9_240.in1k,81.613,18.387,94.981,5.019,8.55,240,0.875,bicubic,+7.653,+3.019,+11
fbnetc_100.rmsp_in1k,81.559,18.441,94.968,5.032,5.57,224,0.875,bilinear,+6.430,+2.580,-14
mobilevit_xs.cvnets_in1k,81.553,18.447,95.023,4.977,2.32,256,0.900,bicubic,+6.919,+2.675,-2
legacy_seresnet34.in1k,81.538,18.462,94.897,5.103,21.96,224,0.875,bilinear,+6.736,+2.771,-7
efficientvit_m4.r224_in1k,81.498,18.503,95.002,4.998,8.80,224,0.875,bicubic,+7.130,+3.022,+1
regnetx_008.pycls_in1k,81.487,18.513,95.053,4.947,7.26,224,0.875,bicubic,+6.459,+2.715,-14
resnet34.gluon_in1k,81.481,18.520,94.799,5.201,21.80,224,0.875,bicubic,+6.901,+2.817,-4
mnasnet_100.rmsp_in1k,81.446,18.554,94.914,5.086,4.38,224,0.875,bicubic,+6.794,+2.792,-9
vgg19_bn.tv_in1k,81.438,18.562,94.771,5.229,143.68,224,0.875,bilinear,+7.222,+2.927,-1
repvgg_a1.rvgg_in1k,81.256,18.744,94.714,5.286,14.09,224,0.875,bilinear,+6.794,+2.858,-5
vit_base_patch32_224.augreg_in1k,81.143,18.857,94.427,5.572,88.22,224,0.900,bicubic,+6.249,+2.649,-16
convit_tiny.fb_in1k,81.126,18.874,95.036,4.964,5.71,224,0.875,bicubic,+8.014,+3.324,+14
crossvit_tiny_240.in1k,81.098,18.902,94.983,5.017,7.01,240,0.875,bicubic,+7.758,+3.075,+9
resnet18.a1_in1k,81.036,18.964,94.357,5.643,11.69,288,1.000,bicubic,+7.878,+3.331,+11
repghostnet_100.in1k,80.930,19.070,94.543,5.457,4.07,224,0.875,bicubic,+6.724,+3.001,-6
spnasnet_100.rmsp_in1k,80.883,19.117,94.526,5.474,4.42,224,0.875,bilinear,+6.789,+2.706,-6
resnet34.a3_in1k,80.814,19.186,94.353,5.647,21.80,224,0.950,bicubic,+7.844,+3.247,+12
efficientvit_m3.r224_in1k,80.693,19.307,94.556,5.444,6.90,224,0.875,bicubic,+7.319,+3.208,+2
ghostnet_100.in1k,80.678,19.322,94.359,5.641,5.18,224,0.875,bicubic,+6.720,+2.827,-6
regnety_004.pycls_in1k,80.656,19.344,94.682,5.318,4.34,224,0.875,bicubic,+6.630,+2.934,-9
skresnet18.ra_in1k,80.648,19.352,94.378,5.622,11.96,224,0.875,bicubic,+7.614,+3.206,+6
regnetx_006.pycls_in1k,80.639,19.361,94.530,5.470,6.20,224,0.875,bicubic,+6.771,+2.852,-6
pit_ti_224.in1k,80.599,19.401,94.620,5.380,4.85,224,0.900,bicubic,+7.689,+3.216,+8
resnet18.fb_swsl_ig1b_ft_in1k,80.577,19.423,94.741,5.259,11.69,224,0.875,bilinear,+7.289,+3.011,0
vgg16_bn.tv_in1k,80.571,19.429,94.600,5.400,138.37,224,0.875,bilinear,+7.201,+3.086,-4
semnasnet_075.rmsp_in1k,80.481,19.519,94.319,5.681,2.91,224,0.875,bicubic,+7.477,+3.179,+2
hrnet_w18_small.gluon_in1k,80.406,19.593,94.045,5.955,13.19,224,0.875,bicubic,+6.486,+2.851,-13
resnet34.tv_in1k,80.381,19.619,94.430,5.570,21.80,224,0.875,bilinear,+7.075,+3.010,-5
resnet18.a2_in1k,80.310,19.690,94.099,5.901,11.69,288,1.000,bicubic,+7.938,+3.503,+7
mobilenetv2_100.ra_in1k,80.253,19.747,94.188,5.812,3.50,224,0.875,bicubic,+7.285,+3.172,0
xcit_nano_12_p16_224.fb_dist_in1k,80.231,19.769,94.351,5.649,3.05,224,1.000,bicubic,+7.921,+3.491,+7
vit_base_patch32_224.sam_in1k,80.214,19.786,93.823,6.177,88.22,224,0.900,bicubic,+6.520,+2.809,-14
resnet18.fb_ssl_yfcc100m_ft_in1k,80.095,19.905,94.592,5.408,11.69,224,0.875,bilinear,+7.497,+3.176,-1
tf_mobilenetv3_large_075.in1k,80.073,19.927,94.180,5.820,3.99,224,0.875,bilinear,+6.643,+2.828,-15
deit_tiny_patch16_224.fb_in1k,80.011,19.988,94.449,5.551,5.72,224,0.900,bicubic,+7.841,+3.333,+7
hrnet_w18_small.ms_in1k,79.550,20.450,93.906,6.093,13.19,224,0.875,bilinear,+7.214,+3.226,+1
repvgg_a0.rvgg_in1k,79.508,20.492,93.778,6.222,9.11,224,0.875,bilinear,+7.100,+3.286,-4
vgg19.tv_in1k,79.484,20.516,93.868,6.132,143.67,224,0.875,bilinear,+7.106,+2.994,-3
regnetx_004.pycls_in1k,79.420,20.580,93.847,6.153,5.16,224,0.875,bicubic,+7.018,+3.021,-5
tf_mobilenetv3_large_minimal_100.in1k,79.232,20.768,93.702,6.298,3.92,224,0.875,bilinear,+6.968,+3.062,-1
edgenext_xx_small.in1k,79.175,20.825,93.819,6.181,1.33,288,1.000,bicubic,+7.297,+3.267,+4
legacy_seresnet18.in1k,79.164,20.836,93.774,6.226,11.78,224,0.875,bicubic,+7.404,+3.442,+5
resnet14t.c3_in1k,79.143,20.857,93.565,6.435,10.08,224,0.950,bicubic,+6.889,+3.259,-3
repghostnet_080.in1k,79.089,20.911,93.716,6.284,3.28,224,0.875,bicubic,+6.877,+3.233,-3
vgg16.tv_in1k,79.038,20.962,93.644,6.356,138.36,224,0.875,bilinear,+7.446,+3.260,+3
vgg13_bn.tv_in1k,78.995,21.005,93.661,6.339,133.05,224,0.875,bilinear,+7.407,+3.283,+3
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,78.991,21.009,93.898,6.102,6.34,224,0.900,bicubic,+7.193,+3.074,-1
lcnet_100.ra2_in1k,78.899,21.101,93.550,6.450,2.95,224,0.875,bicubic,+6.797,+3.196,-5
pvt_v2_b0.in1k,78.756,21.244,93.836,6.164,3.67,224,0.900,bicubic,+8.096,+3.640,+6
efficientvit_m2.r224_in1k,78.632,21.368,93.552,6.448,4.19,224,0.875,bicubic,+7.818,+3.410,+4
mobileone_s0.apple_in1k,78.496,21.504,93.322,6.678,5.29,224,0.875,bilinear,+7.094,+3.480,-1
tinynet_c.in1k,78.449,21.551,93.125,6.875,2.46,184,0.875,bicubic,+7.207,+3.393,0
efficientvit_b0.r224_in1k,78.425,21.575,92.801,7.199,3.41,224,0.950,bicubic,+7.027,+3.373,-2
resnet18.gluon_in1k,78.376,21.624,93.129,6.871,11.69,224,0.875,bicubic,+7.542,+3.373,-1
mobilevitv2_050.cvnets_in1k,78.124,21.876,93.565,6.435,1.37,256,0.888,bicubic,+7.976,+3.647,+3
vgg11_bn.tv_in1k,77.956,22.044,93.232,6.768,132.87,224,0.875,bilinear,+7.573,+3.424,0
xcit_nano_12_p16_224.fb_in1k,77.904,22.096,93.437,6.563,3.05,224,1.000,bicubic,+7.942,+3.675,+2
regnety_002.pycls_in1k,77.422,22.578,92.905,7.095,3.16,224,0.875,bicubic,+7.142,+3.375,-1
resnet18.tv_in1k,77.285,22.715,92.756,7.244,11.69,224,0.875,bilinear,+7.525,+3.686,+2
mixer_l16_224.goog_in21k_ft_in1k,77.279,22.721,90.584,9.416,208.20,224,0.875,bicubic,+5.225,+2.910,-16
vgg13.tv_in1k,77.227,22.773,92.692,7.308,133.05,224,0.875,bilinear,+7.295,+3.442,-1
mobilevit_xxs.cvnets_in1k,76.604,23.396,92.681,7.319,1.27,256,0.900,bicubic,+7.686,+3.735,+1
resnet18.a3_in1k,76.457,23.543,92.226,7.774,11.69,224,0.950,bicubic,+8.205,+4.054,+6
efficientvit_m1.r224_in1k,76.388,23.612,92.542,7.458,2.98,224,0.875,bicubic,+8.082,+3.872,+4
vgg11.tv_in1k,76.384,23.616,92.156,7.844,132.86,224,0.875,bilinear,+7.362,+3.532,-3
repghostnet_058.in1k,76.224,23.776,92.117,7.883,2.55,224,0.875,bicubic,+7.310,+3.697,-2
resnet10t.c3_in1k,76.171,23.829,92.226,7.774,5.44,224,0.950,bicubic,+7.806,+4.190,0
regnetx_002.pycls_in1k,76.128,23.872,92.198,7.801,2.68,224,0.875,bicubic,+7.376,+3.656,-2
lcnet_075.ra2_in1k,76.036,23.964,92.060,7.940,2.36,224,0.875,bicubic,+7.254,+3.700,-4
dla60x_c.in1k,75.637,24.363,92.171,7.829,1.32,224,0.875,bilinear,+7.725,+3.739,+1
mobilenetv3_small_100.lamb_in1k,74.921,25.078,91.487,8.512,2.54,224,0.875,bicubic,+7.263,+3.852,+1
tf_mobilenetv3_small_100.in1k,74.725,25.275,91.266,8.735,2.54,224,0.875,bilinear,+6.803,+3.594,-2
tinynet_d.in1k,74.292,25.708,90.917,9.083,2.34,152,0.875,bicubic,+7.320,+3.851,0
repghostnet_050.in1k,74.236,25.764,90.808,9.191,2.31,224,0.875,bicubic,+7.270,+3.888,0
mnasnet_small.lamb_in1k,73.801,26.199,90.732,9.268,2.03,224,0.875,bicubic,+7.605,+4.228,0
dla46x_c.in1k,73.655,26.345,91.097,8.903,1.07,224,0.875,bilinear,+7.663,+4.123,0
mobilenetv2_050.lamb_in1k,73.470,26.530,90.317,9.682,1.97,224,0.875,bicubic,+7.522,+4.233,0
tf_mobilenetv3_small_075.in1k,72.814,27.186,90.051,9.949,2.04,224,0.875,bilinear,+7.088,+3.919,0
dla46_c.in1k,72.626,27.374,90.499,9.501,1.30,224,0.875,bilinear,+7.754,+4.201,+1
mobilenetv3_small_075.lamb_in1k,72.317,27.683,89.666,10.334,2.04,224,0.875,bicubic,+7.081,+4.220,-1
efficientvit_m0.r224_in1k,71.091,28.909,89.589,10.411,2.35,224,0.875,bicubic,+7.821,+4.413,0
lcnet_050.ra2_in1k,70.402,29.598,88.825,11.175,1.88,224,0.875,bicubic,+7.264,+4.443,0
tf_mobilenetv3_small_minimal_100.in1k,70.096,29.904,88.516,11.485,2.04,224,0.875,bilinear,+7.202,+4.278,0
tinynet_e.in1k,66.810,33.190,86.280,13.720,2.04,106,0.875,bicubic,+6.944,+4.518,0
mobilenetv3_small_050.lamb_in1k,64.697,35.303,84.858,15.142,1.59,224,0.875,bicubic,+6.781,+4.678,0
